Ad Hoc Analysis Meaning

Advertisement

Ad Hoc Analysis Meaning: Unlocking Insights in a Data-Driven World



By Dr. Evelyn Reed, PhD in Data Science & Analytics, Senior Data Scientist at Data Insights Solutions

Published by Analytics Insights, a leading publication in the field of data science and business intelligence.

Edited by Michael Chen, experienced business journalist and editor specializing in technology and analytics.


Introduction:

The term "ad hoc analysis meaning" often arises in conversations about data analysis. Understanding its true meaning is crucial for anyone working with data, from seasoned data scientists to business executives making critical decisions. This article delves into the precise definition of ad hoc analysis, exploring its various applications, advantages, disadvantages, and implications across different industries. We will unravel the nuances of this powerful analytical technique and how it shapes strategic decision-making in today's data-driven landscape.


What is Ad Hoc Analysis Meaning?

At its core, the ad hoc analysis meaning refers to an exploratory, unscheduled, and often impromptu investigation of data. Unlike pre-planned analyses with defined objectives and methodologies, ad hoc analysis is reactive, driven by immediate needs or unexpected findings. It's characterized by its flexibility and agility, allowing analysts to delve into data to answer specific, emerging questions as they arise. This flexibility is its strength and its potential weakness. The ad hoc analysis meaning highlights the spontaneous nature of the inquiry; it's often driven by curiosity or a need to understand a sudden trend, anomaly, or unexpected event.


The Process of Ad Hoc Analysis:

The process of ad hoc analysis typically involves these steps:

1. Identifying the Question: The process begins with a specific question or problem that needs immediate addressing. This could be triggered by a sudden market shift, a customer complaint, or an unusual pattern observed in the data.

2. Data Selection: Relevant data sources are identified and accessed. This might involve querying databases, pulling reports, or accessing data visualization dashboards.

3. Data Exploration and Analysis: Techniques like data filtering, sorting, aggregation, and visualization are employed to explore the data and identify patterns, trends, and outliers. This often involves the use of various statistical tools and software packages like SQL, Excel, Tableau, or R.

4. Interpretation and Reporting: The findings from the analysis are interpreted, and the insights are communicated to relevant stakeholders, often in a concise and easily understandable format. The lack of formal documentation is a common characteristic here, highlighting the 'off-the-cuff' nature of the process.


Implications Across Industries:

The ad hoc analysis meaning translates to significant benefits across various industries. In finance, it helps in identifying fraud, assessing market risk, and understanding investment performance. In marketing, it allows for quick campaign adjustments based on real-time data. In healthcare, it aids in identifying disease outbreaks, tracking patient outcomes, and optimizing resource allocation. Even in manufacturing, it can uncover production bottlenecks, improve quality control, and predict maintenance needs.


Advantages of Ad Hoc Analysis:

Flexibility and Agility: The primary advantage lies in its ability to respond quickly to changing needs and emerging questions.
Faster Decision-Making: Provides immediate insights, enabling quicker and more informed decisions.
Enhanced Data Exploration: Fosters a deeper understanding of the data through exploratory techniques.
Improved Problem Solving: Aids in identifying and resolving unexpected problems or anomalies efficiently.


Disadvantages of Ad Hoc Analysis:

Lack of Formal Methodology: The absence of a structured approach can lead to inconsistencies and difficulties in replicating results.
Potential for Bias: The informal nature can introduce subjective biases into the analysis.
Data Integrity Concerns: The speed of the analysis might sometimes compromise data quality and validation processes.
Limited Generalizability: Findings might not be generalizable to other contexts due to the lack of rigorous methodology.


Balancing Ad Hoc Analysis with Planned Analysis:

While the ad hoc analysis meaning emphasizes its unplanned nature, it's essential to balance it with structured, pre-planned analyses. Planned analyses provide a robust framework for testing hypotheses and drawing statistically significant conclusions. Combining both approaches allows for a comprehensive and balanced data analysis strategy.


Conclusion:

Understanding the ad hoc analysis meaning is crucial for any organization aiming to leverage its data effectively. Its ability to provide quick insights and respond to immediate needs is invaluable. However, its limitations should also be considered and mitigated by incorporating robust data governance and best practices. By striking a balance between ad hoc and planned analyses, organizations can harness the power of data to make better, faster, and more informed decisions.


FAQs:

1. Is ad hoc analysis the same as data mining? No, while both involve exploring data, ad hoc analysis is typically more focused on answering a specific question, while data mining aims to discover previously unknown patterns.

2. What software tools are commonly used for ad hoc analysis? SQL, Excel, Tableau, Power BI, R, Python are commonly used.

3. Can ad hoc analysis be used for predictive modeling? While not ideal for complex predictive models, simple ad hoc explorations can inform the development of more formal predictive models.

4. How can I improve the reliability of my ad hoc analyses? Document your process, clearly define your question, use consistent methods, and carefully validate your findings.

5. What are the ethical implications of ad hoc analysis? Potential for bias and misinterpretation must be addressed through transparency and rigorous review.

6. How can ad hoc analysis be integrated into a company's data strategy? By establishing clear guidelines, training employees, and incorporating appropriate tools and technologies.

7. What are some common pitfalls to avoid in ad hoc analysis? Ignoring data quality, drawing conclusions from small sample sizes, and failing to document the analysis process.

8. Can ad hoc analysis be automated? To some extent, using scripting and automated dashboards can improve efficiency.

9. How can I ensure data security and privacy in ad hoc analysis? By adhering to relevant data governance policies and ensuring appropriate access controls are in place.


Related Articles:

1. "Data Exploration Techniques for Effective Ad Hoc Analysis": This article will explore various data exploration techniques such as data visualization, filtering, and aggregation that can be utilized effectively in ad hoc analysis.

2. "Best Practices for Ad Hoc Analysis in Business Intelligence": This article will provide best practices and guidelines for conducting successful ad hoc analysis within a business intelligence context.

3. "The Role of Data Visualization in Ad Hoc Analysis": This article will focus on the crucial role that data visualization plays in enhancing the clarity and insights obtained from ad hoc analysis.

4. "Avoiding Common Pitfalls in Ad Hoc Data Analysis": This article will identify and discuss common mistakes to avoid while conducting ad hoc analysis.

5. "Ad Hoc Analysis Tools and Technologies: A Comparative Overview": This article will explore and compare various software and tools commonly used in ad hoc analysis.

6. "Ad Hoc Analysis and Decision-Making: A Practical Guide": This article will discuss how to effectively use ad hoc analysis to support quick and sound decision-making.

7. "The Importance of Data Governance in Ad Hoc Analysis": This article will highlight the role of data governance in maintaining data quality and integrity within ad hoc analysis.

8. "Case Studies: Successful Applications of Ad Hoc Analysis Across Industries": This article will showcase real-world examples of successful ad hoc analysis across diverse industries.

9. "Future Trends in Ad Hoc Analysis: The Rise of AI and Automation": This article will explore the future of ad hoc analysis and the increasing influence of AI and automation.


  ad hoc analysis meaning: Doing Interviews Steinar Kvale, 2012-08-14 Interviewing is an invaluable tool for the qualitative researcher. Steinar Kvale provides coverage of both the theoretical background and the practical aspects of the interview process, incorporating discussion of the wide variety of methods in interview based research and the different approaches to reading the data. Consideration is also given to the crucial issue of how to ensure scientific rigour.
  ad hoc analysis meaning: Meaning as Explanation Ellen Contini-Morava, Barbara S. Goldberg, 2011-04-20 TRENDS IN LINGUISTICS is a series of books that open new perspectives in our understanding of language. The series publishes state-of-the-art work on core areas of linguistics across theoretical frameworks, as well as studies that provide new insights by approaching language from an interdisciplinary perspective. TRENDS IN LINGUISTICS considers itself a forum for cutting-edge research based on solid empirical data on language in its various manifestations, including sign languages. It regards linguistic variation in its synchronic and diachronic dimensions as well as in its social contexts as important sources of insight for a better understanding of the design of linguistic systems and the ecology and evolution of language. TRENDS IN LINGUISTICS publishes monographs and outstanding dissertations as well as edited volumes, which provide the opportunity to address controversial topics from different empirical and theoretical viewpoints. High quality standards are ensured through anonymous reviewing. To discuss your book idea or submit a proposal, please contact Birgit Sievert.
  ad hoc analysis meaning: Business Intelligence Guidebook Rick Sherman, 2014-11-04 Between the high-level concepts of business intelligence and the nitty-gritty instructions for using vendors' tools lies the essential, yet poorly-understood layer of architecture, design and process. Without this knowledge, Big Data is belittled – projects flounder, are late and go over budget. Business Intelligence Guidebook: From Data Integration to Analytics shines a bright light on an often neglected topic, arming you with the knowledge you need to design rock-solid business intelligence and data integration processes. Practicing consultant and adjunct BI professor Rick Sherman takes the guesswork out of creating systems that are cost-effective, reusable and essential for transforming raw data into valuable information for business decision-makers. After reading this book, you will be able to design the overall architecture for functioning business intelligence systems with the supporting data warehousing and data-integration applications. You will have the information you need to get a project launched, developed, managed and delivered on time and on budget – turning the deluge of data into actionable information that fuels business knowledge. Finally, you'll give your career a boost by demonstrating an essential knowledge that puts corporate BI projects on a fast-track to success. - Provides practical guidelines for building successful BI, DW and data integration solutions. - Explains underlying BI, DW and data integration design, architecture and processes in clear, accessible language. - Includes the complete project development lifecycle that can be applied at large enterprises as well as at small to medium-sized businesses - Describes best practices and pragmatic approaches so readers can put them into action. - Companion website includes templates and examples, further discussion of key topics, instructor materials, and references to trusted industry sources.
  ad hoc analysis meaning: Complex Data Analytics with Formal Concept Analysis Rokia Missaoui, Léonard Kwuida, Talel Abdessalem, 2022-06-29 FCA is an important formalism that is associated with a variety of research areas such as lattice theory, knowledge representation, data mining, machine learning, and semantic Web. It is successfully exploited in an increasing number of application domains such as software engineering, information retrieval, social network analysis, and bioinformatics. Its mathematical power comes from its concept lattice formalization in which each element in the lattice captures a formal concept while the whole structure represents a conceptual hierarchy that offers browsing, clustering and association rule mining. Complex data analytics refers to advanced methods and tools for mining and analyzing data with complex structures such as XML/Json data, text and image data, multidimensional data, graphs, sequences and streaming data. It also covers visualization mechanisms used to highlight the discovered knowledge. This edited book examines a set of important and relevant research directions in complex data management, and updates the contribution of the FCA community in analyzing complex and large data such as knowledge graphs and interlinked contexts. For example, Formal Concept Analysis and some of its extensions are exploited, revisited and coupled with recent processing parallel and distributed paradigms to maximize the benefits in analyzing large data.
  ad hoc analysis meaning: Cost Management and Control in Government Dale R. Geiger, 2011-06-19 Government organizations spend enormous amounts of money. They employ a large percentage of the work force. They have an undeniably huge impact on the national economy and wealth. Yet they are, for the most part, unmanaged. What passes for management is a combination of oversight and audit. Oversight is primarily reactive: offering negative feedback for failures and demanding additional rules and regulations to prevent reoccurrences. Audits look for bright line discrepancies and clear violations to those rules and regulations. Government operations are often criticized for waste and mismanagement.Yet the current situation, unfortunately, can best be described as one of un-management rather than mis-management. Government can run better. The purpose of this book is to look at how government can move from rule driven to leadership driven management. Specifically, it will document and discuss specific examples of successful cost informed decision making and cost management and control in government. It will also delineate the requirements of such success and explore the special needs of transforming the management culture of government from its well embedded past practices to a new paradigm of leadership driven management.
  ad hoc analysis meaning: Macrostructures Teun A. van Dijk, 2019-03-04 Macrostructures are higher-level semantic or conceptual structures that organize the ‘local’ microstructures of discourse, interaction, and their cognitive processing. They are distinguished from other global structures of a more schematic nature, which we call superstructures. Originally published in 1980, the theory of macrostructures outlined in this book is the result of research carried out during the previous 10 years in the domains of literary theory, text grammar, the general theory of discourse, pragmatics, and the cognitive psychology of discourse processing. The presentation of the theory is systematic but informal and at this stage was not intended to be fully formalized.
  ad hoc analysis meaning: The Roots of Verbal Meaning John Beavers, Andrew Koontz-Garboden, 2020 This book explores possible and impossible word meanings, with a specific focus on the meanings of verbs. It presents a new theory of possible root meanings and their interaction with event templates that produces a new typology of possible verbs, with semantic and grammatical properties determined not just by templates, but also by roots.
  ad hoc analysis meaning: Relevance, Pragmatics and Interpretation Kate Scott, Billy Clark, Robyn Carston, 2019-07-18 Showcases recent research by leading scholars working within the relevance-theoretic pragmatics framework.
  ad hoc analysis meaning: Expressing Our Attitudes Mark Schroeder, 2015-08-27 When the logical positivists espoused emotivism as a theory of moral discourse, they assumed that their general theories of meaning could be straightforwardly applied to the subject of metaethics. The philosophical research program of expressivism, emotivism's contemporary heir, has called this assumption into question. In this volume Mark Schroeder argues that the only plausible ways of developing expressivism or similar views require us to re-think what we may have thought that we knew about propositions, truth, and the nature of attitudes like belief and desire. Informed by detailed scrutiny of the structural problems about understanding complex thoughts, he develops a range of alternative expressivist frameworks in detail as illustrations of general lessons, and applies them not just to metaethics, but to epistemic expressions and even to truth itself. Expressing Our Attitudes pulls together over a decade of work by one of the leading figures in contemporary metaethics. Two new and seven previously published papers weave treatments of propositions, truth, and the attitudes together with detailed development of competing alternative expressivist frameworks and discussion of their relative advantages. A substantial new introduction both offers new arguments of its own, and provides a map to reading these essays as a unified argument. Along with its sister volume, Explaining the Reasons We Share, this volume advances the theme that metaethical inquiry is continuous with other areas of philosophy.
  ad hoc analysis meaning: Theoretical Virtues in Science Samuel Schindler, 2018-05-24 In-depth discussion of the value of scientific theories, bringing together and advancing current important debates in realism.
  ad hoc analysis meaning: Parmenides in Apophatic Philosophy Michael M. Nikoletseas, 2014-06-21 In this book, the author presents a new thesis regarding apophatic philosophy. He traces the roots of De Mystica Theologia by Dionysius Areopagite (pseudo Dionysius) in the poem of Parmenides peri physeos. As a secondary theme, the author explores the ineffable in Greek philosophy.
  ad hoc analysis meaning: Thematic Origins of Scientific Thought Gerald Holton, 1988-05-25 The highly acclaimed first edition of this major work convincingly established Gerald Holton’s analysis of the ways scientific ideas evolve. His concept of “themata,” induced from case studies with special attention to the work of Einstein, has become one of the chief tools for understanding scientific progress. It is now one of the main approaches in the study of the initiation and acceptance of individual scientific insights. Three principal consequences of this perspective extend beyond the study of the history of science itself. It provides philosophers of science with the kind of raw material on which some of the best work in their field is based. It helps intellectual historians to redefine the place of modern science in contemporary culture by identifying influences on the scientific imagination. And it prompts educators to reexamine the conventional concepts of education in science. In this new edition, Holton has masterfully reshaped the contents and widened the coverage. Significant new material has been added, including a penetrating account of the advent of quantum physics in the United States, and a broad consideration of the integrity of science, as exemplified in the work of Niels Bohr. In addition, a revised introduction and a new postscript provide an updated perspective on the role of themata. The result of this thoroughgoing revision is an indispensable volume for scholars and students of scientific thought and intellectual history.
  ad hoc analysis meaning: Anaxagoras, Origen, and Neoplatonism Panayiotis Tzamalikos, 2016-09-26 Origen has been always studied as a theologian and too much credit has been given to Eusebius’ implausible hagiography of him. This book explores who Origen really was, by pondering into his philosophical background, which determines his theological exposition implicitly, yet decisively. For this background to come to light, it took a ground-breaking exposition of Anaxagoras’ philosophy and its legacy to Classical and Late Antiquity (Plato, Aristotle, Stoics, Origen, Neoplatonism), assessing critically Aristotle’s distorted representation of Anaxagoras. Origen, formerly a Greek philosopher of note, whom Proclus styled an anti-Platonist, is placed in the history of philosophy for the first time. By drawing on his Anaxagorean background, and being the first to revive the Anaxagorean Theory of Logoi, he paved the way to Nicaea. He was an anti-Platonist because he was an Anaxagorean philosopher with far-reaching influence, also on Neoplatonists such as Porphyry. His theology made an impact not only on the Cappadocians, but also on later Christian authors. His theory of the soul, now expounded in the light of his philosophical background, turns out more orthodox than that of some Christian stars of the Byzantine imperial orthodoxy.
  ad hoc analysis meaning: Psychology Library Editions: Personality Various, 2021-07-29 The study of personality has a long history and many different theoretical viewpoints within psychology. Psychology Library Editions: Personality (16 Volume set) presents titles, originally published between 1950 and 1997, covering many of these traditions and theories. It includes contributions from many well-respected academics and is a fascinating insight into this diverse field.
  ad hoc analysis meaning: Analyzing Opera Carolyn Abbate, Roger Parker, 1989-01-01 This book presents a great deal of new material. It also presents new interpretations of materials discussed earlier and elsewhere. As the editors point out in the introduction, discussion of opera has only in recent years taken on an analytical dimension. The scholars represented in this volume are among those at the forefront of the new critical and analytical movement. What they write is perhaps at times controversial, but it is always important.--William C. Holmes, University of California, Irvine The editors' introduction to this collection. . . speaks eloquently for a richer and more varied approach to the analysis of opera. . . . The contributors are among the most accomplished scholars in nineteenth-century music studies. . . . More impressive is the depth and range of scholarship and analysis displayed. . . to the end of changing the historical and analytical stance toward the operas of Verdi and Wagner, by eschewing the partisan quarrels of the past and by the application of similar rigorous standards to each composer's music. . . . This volume will have a wide influence upon scholarly and analytical approaches to the music of Verdi and Wagner.--Richard Swift, University of California, Davis This book presents a great deal of new material. It also presents new interpretations of materials discussed earlier and elsewhere. As the editors point out in the introduction, discussion of opera has only in recent years taken on an analytical dimension. The scholars represented in this volume are among those at the forefront of the new critical and analytical movement. What they write is perhaps at times controversial, but it is always important.--William C. Holmes, University of California, Irvine
  ad hoc analysis meaning: A mixed model approach for intent-to-treat analysis in longitudinal clinical trials with missing values Hrishikesh Chakraborty, Hong Gu, 2009-02-28 Missing values and dropouts are common issues in longitudinal studies in all areas of medicine and public health. Intent-to-treat (ITT) analysis has become a widely accepted method for the analysis of controlled clinical trials. In most controlled clinical trials, some patients do not complete their intended followup according to the protocol for a variety of reasons; this problem generates missing values. Missing values lead to concern and confusion in identifying the ITT population, which makes the data analysis more complex and challenging. No adequate strategy exists for ITT analyses of longitudinal controlled clinical trial data with missing values. Several ad hoc strategies for dealing with missing values for an ITT analysis are common in the practice of controlled clinical trials. We performed a detailed investigation based on simulation studies to develop recommendations for this situation. We compared sizes (type I errors) and power between some popular ad hoc approaches and the linear mixed model approach under different missing value scenarios. Our results suggest that, for studies with a high percentage of missing values, the mixed model approach without any ad hoc imputation is more powerful than other options.
  ad hoc analysis meaning: Look Smarter Than You Are with Oracle Hyperion Planning: An End User's Guide Edward Roske, Tracy McMullen, 2009-09 How Can I Use Oracle Hyperion Planning to plan, budget and forecast? Oracle Hyperion Planning is the market leading budgeting and forecasting solution that provides powerful planning capabilities over the web and in Microsoft Excel. This book is your key to unlocking the world of Planning from an end user perspective, guiding you through the ins and outs of Planning on your quest to a better budgeting and forecasting process which in turn leads to better enterprise performance. You will learn: What is Oracle Hyperion Planning and how to connect; How to plan over the web; How to plan and build models in Microsoft Excel with Smart View; All of the Planning end user features like supporting detail, cell text, document attachments, adjusting, grid spreader and more; How to perform adhoc analysis and create reports using Smart Slices and Report Designer from Planning data forms; Steps to review and approve budgets through process management Content covers both Planning 9.3.1 and 11.1.1 versions.
  ad hoc analysis meaning: Interaction Design for Complex Problem Solving Barbara Mirel, 2004 This book presents a groundbreaking approach to interaction design for complex problem solving applications.
  ad hoc analysis meaning: ECAI 2014 T. Schaub, G. Friedrich, B. O'Sullivan, 2014-08 The role of artificial intelligence (AI) applications in fields as diverse as medicine, economics, linguistics, logical analysis and industry continues to grow in scope and importance. AI has become integral to the effective functioning of much of the technical infrastructure we all now take for granted as part of our daily lives. This book presents the papers from the 21st biennial European Conference on Artificial Intelligence, ECAI 2014, held in Prague, Czech Republic, in August 2014. The ECAI conference remains Europe's principal opportunity for researchers and practitioners of Artificial Intelligence to gather and to discuss the latest trends and challenges in all subfields of AI, as well as to demonstrate innovative applications and uses of advanced AI technology. Included here are the 158 long papers and 94 short papers selected for presentation at the conference. Many of the papers cover the fields of knowledge representation, reasoning and logic as well as agent-based and multi-agent systems, machine learning, and data mining. The proceedings of PAIS 2014 and the PAIS System Demonstrations are also included in this volume, which will be of interest to all those wishing to keep abreast of the latest developments in the field of AI.
  ad hoc analysis meaning: The Practice of Enterprise Modeling Patrick van Bommel, Stijn Hoppenbrouwers, Sietse Overbeek, Joseph Barjis, 2010-11-03 This volume constitutes the proceedings of the Third IFIP WG 8.1 Working Conference on the Practice of Enterprise Modeling, held in Delft, The Netherlands, during November 9-10, 2010. The goal of the conference is both to foster a better understanding of the practice of enterprise modeling and to improve its theoretical foundations. The 17 papers presented were carefully reviewed and selected from 44 submissions. They reflect the trend for both practitioners and academics to look into domains and conceptualizations addressing dedicated business-oriented topics like business intelligence or domain-driven process families, and thus reach beyond traditional information systems engineering.
  ad hoc analysis meaning: The Subject Approach to Information Antony Charles Foskett, 1996 The Internet and World Wide Web have made access to information easy but do not solve the problems of finding exactly what is wanted, to the point of overwhelming the reader with information. Since the first edition of this classic librarianship text appeared, the development of computer technology has meant that the organization of information has become a hugely complex area. This fifth edition places emphasis on the intellectual effort required to make meaningful use of the enormous amount of information now accessible to the searcher. Fully revised and updated in comprehensive detail that includes bibliographies, ample examples and quotations, it focuses on: information retrieval systems database access systems online searching and OPACs hypertext networked systems. Foskett describes how we search for information by looking at the problems involved, at the theoretical principles suggested as solutions and their practical realization as classification schemes, lists of subject headings and thesauri. Readership: This influential text is widely acknowledged to be essential reading for all students of librarianship and information management, and an invaluable reference tool for practising library and information professionals.
  ad hoc analysis meaning: Relevance in Mind Tim Wharton, Didier Maillat, Caroline Jagoe, Kate Scott, 2024-02-09 In 1992, shortly after the publication of the first edition of Relevance: communication and cognition, David Trotter wrote: “Relevance theory is not only the most elegant version of pragmatics currently available, but the most uncompromising in its view that inference cannot be assimilated to a code model of communication. It asks questions which literary criticism has never been able to ask, let alone answer”. Thirty years on, new questions continue to be asked (and answered) in linguistic pragmatics, cognitive science, literary theory (as foreseen by Trotter), experimental psychology, affective science, communication studies etc. The theory also appears in quite unexpected places: recent applications of relevance theory include the analysis of internet-mediated discourse, clinical practice and even museum curation. First and foremost, however, relevance theory is an inferential model of communication and cognition which is theoretically and empirically testable. The approach still has a huge amount of potential in psychology and beyond, potential this Research Topic seeks to tap into.
  ad hoc analysis meaning: Dynamics of Culture J. Zvi Namenwirth, Robert Philip Weber, 2016-10-04 This book, first published in 1987, is a landmark contribution to macrosociology that extends the tradition of Sorokin, Durkheim, Marx, Weber and other founders of the discipline in new and exciting directions. Using their innovative content analysis methodology to examine American and British political documents, the authors show that the long-term dynamics of culture are subject to their own laws and are independent of the actions of 'great men' and other individual actors. This comprehensive volume brings together over two decades of the authors' research on culture indicators. Key findings include the identification of two long-term cultural cycles in the United States and Great Britain: one is related to party realignments, the other to long-term economic fluctuations. In addition, the authors demonstrate how culture provides the themes that political parties use to interpret economic conditions in their appeal for votes. Other results show that organizational cultures move in opposite directions from those in the culture of the larger society. The book also includes detailed discussions of both the methodology used to analyse text content and related metatheoretical issues in the study of cultural dynamics.
  ad hoc analysis meaning: Ad-hoc, Mobile, and Wireless Networks Antonio Puliafito, Dario Bruneo, Salvatore Distefano, Francesco Longo, 2017-09-13 This book constitutes the refereed proceedings of the 16th International Conference on Ad-hoc, Mobile, and Wireless Networks, ADHOC-NOW 2017, held in Messina, Italy, in September 2017. The 22 full and 9 short papers presented in this volume were carefully reviewed and selected from 55 submissions. The contributions were organized in topical sections named: internet of things; security; smart city; ad-hoc networks; implementations and validations; wireless sensor networks; data management; wireless systems.
  ad hoc analysis meaning: Information Retrieval and Mining in Distributed Environments Alessandro Soro, Eloisa Vargiu, Giuliano Armano, Gavino Paddeu, 2010-10-08 At DART'09, held in conjunction with the 2009 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2009) and Intelligent Agent Technology (IAT 2009) in Milan (Italy), practitioners and researchers working on pervasive and intelligent access to web services and distributed information retrieval met to compare their work ad insights in such fascinating topics. Extended and revised versions of their papers, together with selected and invited original contributions, are collected in this book. Topics covered are those that emerged at DART'09 as the most intriguing and challenging: (i) community oriented tools and techniques as infrastructure of the Web 2.0; (ii) agent technology applied to virtual world scenarios; (iii) context aware information retrieval; (iv) content based information retrieval; and (v) industrial applications of information retrieval. Every chapter, before discussing in depth the specific topic, presents a comprehensive review of related work and state of the art, in the hope of this volume to be of use in the years to come, to both researchers and students.
  ad hoc analysis meaning: Schizophrenia Bulletin , 2009
  ad hoc analysis meaning: Collaboration in a Data-Rich World Luis M. Camarinha-Matos, Hamideh Afsarmanesh, Rosanna Fornasiero, 2017-09-06 This book constitutes the refereed proceedings of the 18th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2017, held in Vicenza, Italy, in September 2017. The 68 revised full papers were carefully reviewed and selected from 159 submissions. They provide a comprehensive overview of identified challenges and recent advances in various collaborative network (CN) domains and their applications, with a strong focus on the following areas: collaborative models, platforms and systems for data-rich worlds; manufacturing ecosystem and collaboration in Industry 4.0; big data analytics and intelligence; risk, performance, and uncertainty in collaborative data-rich systems; semantic data/service discovery, retrieval, and composition in a collaborative data-rich world; trust and sustainability analysis in collaborative networks; value creation and social impact of collaboration in data-rich worlds; technology development platforms supporting collaborative systems; collective intelligence and collaboration in advanced/emerging applications: collaborative manufacturing and factories of the future, e-health and care, food and agribusiness, and crisis/disaster management.
  ad hoc analysis meaning: Principles and Practice of Constraint Programming Alan H. Borning, Alan Borning, 1994-10-12 This volume is the proceedings of the Second International Workshop on the Principles and Practice of Constraint Programming, held at Rosario, Orcas Island, Washington, USA in May 1994 in cooperation with AAAI and ALP. The volume contains 27 full revised papers selected from 87 submissions as well as a summary of a panel session on commercial applications of constraint programming. The contributions cover a broad range of topics including constraint programming languages, algorithms for constraint satisfaction and entailment, and constraints and their relation to fields such as artificial intelligence, databases, operations research, problem solving, and user interfaces.
  ad hoc analysis meaning: InterViews Steinar Kvale, 1996-04-09 Examines the role of the interview in the research process, and then considers some of the key philosophical issues relating to interviewing, such as the interview as conversation, hermeneutics, phenomenology, ethics and postmodernism
  ad hoc analysis meaning: Handbook of Systems Engineering and Risk Management in Control Systems, Communication, Space Technology, Missile, Security and Defense Operations Anna M. Doro-on, 2022-09-27 This book provides multifaceted components and full practical perspectives of systems engineering and risk management in security and defense operations with a focus on infrastructure and manpower control systems, missile design, space technology, satellites, intercontinental ballistic missiles, and space security. While there are many existing selections of systems engineering and risk management textbooks, there is no existing work that connects systems engineering and risk management concepts to solidify its usability in the entire security and defense actions. With this book Dr. Anna M. Doro-on rectifies the current imbalance. She provides a comprehensive overview of systems engineering and risk management before moving to deeper practical engineering principles integrated with newly developed concepts and examples based on industry and government methodologies. The chapters also cover related points including design principles for defeating and deactivating improvised explosive devices and land mines and security measures against kinds of threats. The book is designed for systems engineers in practice, political risk professionals, managers, policy makers, engineers in other engineering fields, scientists, decision makers in industry and government and to serve as a reference work in systems engineering and risk management courses with focus on security and defense operations.
  ad hoc analysis meaning: PC Mag , 2005-06-28 PCMag.com is a leading authority on technology, delivering Labs-based, independent reviews of the latest products and services. Our expert industry analysis and practical solutions help you make better buying decisions and get more from technology.
  ad hoc analysis meaning: Data Mining Techniques Gordon S. Linoff, Michael J. A. Berry, 2011-03-23 The leading introductory book on data mining, fully updated and revised! When Berry and Linoff wrote the first edition of Data Mining Techniques in the late 1990s, data mining was just starting to move out of the lab and into the office and has since grown to become an indispensable tool of modern business. This new edition—more than 50% new and revised— is a significant update from the previous one, and shows you how to harness the newest data mining methods and techniques to solve common business problems. The duo of unparalleled authors share invaluable advice for improving response rates to direct marketing campaigns, identifying new customer segments, and estimating credit risk. In addition, they cover more advanced topics such as preparing data for analysis and creating the necessary infrastructure for data mining at your company. Features significant updates since the previous edition and updates you on best practices for using data mining methods and techniques for solving common business problems Covers a new data mining technique in every chapter along with clear, concise explanations on how to apply each technique immediately Touches on core data mining techniques, including decision trees, neural networks, collaborative filtering, association rules, link analysis, survival analysis, and more Provides best practices for performing data mining using simple tools such as Excel Data Mining Techniques, Third Edition covers a new data mining technique with each successive chapter and then demonstrates how you can apply that technique for improved marketing, sales, and customer support to get immediate results.
  ad hoc analysis meaning: Schreuer's Commentary on the ICSID Convention Stephan W. Schill, Loretta Malintoppi, August Reinisch, Christoph H. Schreuer, Anthony Sinclair, 2021-08-19 This unique compendium offers an article-by-article commentary on the Convention on the Settlement of Investment Disputes between States and Nationals of Other States. Providing a comprehensive explanation of the functioning of this important mechanism for the settlement of investor-State disputes, it incorporates the preparatory work, the Convention's text, various rules and regulations adopted under the Convention, the practice of arbitral tribunals under the Convention, and academic writings on the subject. The first and second editions of this Commentary have been relied upon by numerous arbitral tribunals. This third edition follows the same system and approach, but extensive updates and revisions reflect the vast increase in arbitral practice since the publication of the second edition. A number of novel issues that have emerged through this practice are now addressed, making this practice-oriented guide an indispensable tool for anyone dealing with the ICSID Convention. Likewise, the number of contributors to and editors of the third edition has increased.
  ad hoc analysis meaning: Reading Beyond the Code Terence Cave, Deirdre Wilson, 2018 This edited volume is the first extensive exploration of the value for literary studies of the model of communication known as relevance theory which stresses the importance of context and inference in the interpretation of communicative acts.
  ad hoc analysis meaning: RE-BECOMING UNIVERSITIES? David M. Hoffman, Jussi Välimaa, 2016-03-09 This book provides an overview of the major findings of the comparative research project, Changes in Networks, Higher Education and Knowledge Society (CINHEKS). The main aim of this international comparative research project is the analysis of how Higher education institutions are networked within distinct knowledge societies in two key regions of the world: Europe and the United States of America. This research project was carried out in four European countries (Finland, Germany, Portugal and the United Kingdom) and in two different states in the United States of America. In addition, during the course of the research, a team from the Russian Federation joined the CINHEKS study. The analysis is contextually grounded in a comparative policy analysis focused on the main developments and understandings of the ideas surrounding the term knowledge society, in all countries concerned. Empirical elaboration is established via a series of sequential studies, each building, incrementally, on the previous study. These studies include institutional profiles of higher education institutions, institutional case studies, and an international comparative survey that illuminates academics’ social networks. The research findings broaden our understanding of the differences and similarities in how higher education institutions and individual academics are networked within and between societies that understand themselves as knowledge societies. The book introduces a novel analytical synthesis, which asserts contemporary societies have evolved into Networked Knowledge Societies. Methodologically, the book both challenges and raises the bar for previous approaches in comparative higher education, in terms of research design, execution and lays the groundwork for a new generation of international comparative higher education research. ​
  ad hoc analysis meaning: Plan, Activity, and Intent Recognition Gita Sukthankar, Christopher Geib, Hung Hai Bui, David Pynadath, Robert P. Goldman, 2014-03-03 Plan recognition, activity recognition, and intent recognition together combine and unify techniques from user modeling, machine vision, intelligent user interfaces, human/computer interaction, autonomous and multi-agent systems, natural language understanding, and machine learning. Plan, Activity, and Intent Recognition explains the crucial role of these techniques in a wide variety of applications including: - personal agent assistants - computer and network security - opponent modeling in games and simulation systems - coordination in robots and software agents - web e-commerce and collaborative filtering - dialog modeling - video surveillance - smart homes In this book, follow the history of this research area and witness exciting new developments in the field made possible by improved sensors, increased computational power, and new application areas. - Combines basic theory on algorithms for plan/activity recognition along with results from recent workshops and seminars - Explains how to interpret and recognize plans and activities from sensor data - Provides valuable background knowledge and assembles key concepts into one guide for researchers or students studying these disciplines
  ad hoc analysis meaning: Statistical Methods for Clinical Trials Mark X. Norleans, 2000-11-08 Summarizes graphical analysis, analysis of variance, meta-analysis, and design of comparable treatment groups. Streamlines the analytical techniques for continuous, categorical, longitudinal, and survival data-focusing on generalized linear models, GEEs, and mixed linear models, -ahd highlihgts p-value, and more.
  ad hoc analysis meaning: Semantic Algorithms in the Assessment of Attitudes and Personality Jan Ketil Arnulf, Kai R. Larsen, Oyvind Lund Martinsen, Kim F. Nimon, 2021-09-14
  ad hoc analysis meaning: Ecclesial Solidarity in the Pauline Corpus James T. Hughes, 2019-06-12 Over the years there have been many treatments of Paul’s theology that have focused on what the churches he wrote to were like, and what that might mean for today. However, what Paul says about relationships between churches has been frequently neglected, or only briefly considered. This book analyzes Paul’s use of the word “church” as well as family imagery, holiness language, body imagery, and Paul’s understanding of imitation and apostleship to demonstrate the breadth of his understanding of relationships between churches, of inter-church solidarity. Inter-church solidarity is shown to be integral to Paul’s understanding of church from the earliest letters, and the book exposes a rich tapestry of relationships that should challenge and encourage the church in the twenty-first century.
  ad hoc analysis meaning: The Foundations of Grammar Jonathan Owens, 1988 The Arabic grammatical tradition is one of the great traditions in the history of linguistics, yet it is also one that is comparatively unknown to modern western linguistics. The purpose of the present book is to provide an introduction to this grammatical tradition not merely by summarizing it, but by putting it into a perspective that will make it accessible to any linguist trained in the western tradition. The reader should not by put off by the word 'medieval': Arabic grammatical theory shares a number of fundamental similarities with modern linguistic theory. Indeed, one might argue that one reason Arabic theory has gone unappreciated for so long is that nothing like it existed in the West at the time of its 'discovery' by Europeans in the 19th century, when the European orientalist tradition was formed, and that it it only with the development of a Saussurean and Bloomfieldian structural tradition that a better perspective has become possible.
Using PROC SQL to Create Ad Hoc Reports - lexjansen.com
The purpose of this paper is to demonstrate the powerful features of PROC SQL in the creation of ad hoc reports for clinical trial research. The reports created are for the display, summation and …

Statistical Analysis Plan - ClinicalTrials.gov
It describes the data to be summarized and analyzed, including specifics of the statistical analyses to be performed. This Statistical Analysis Plan (SAP) is based on study Protocol …

FAQs - European Medicines Agency
Ad hoc assessment, Corrective measures and Trial results. They are categorised into questions about notifications; questions about requests for information (RFIs) raised as part of an ad hoc …

7 Information Extraction and Ad Hoc Anaphora Analysis-001
We propose Ad Hoc Anaphora Analysis as the novel method introduced in this work to structure and build the framework that implement for a large non domain text corpus. Keywords: …

Ad Hoc Data Preparation for Analysis Using SAS® Enterprise …
New business questions arise that require ad hoc analyses, but the data sources are often not in the right format for analysis, and thus require manipulation to prepare. Data preparation tasks …

Types of Analysis: Planned (prespecified) vs Post Hoc, …
planned analysis, also known as a pre-specified analysis, is one that is explicitly outlined in the study protocol before the study is started.

Introduction to Ad-hoc Retrieval - University of North Carolina …
• “Ad-hoc” because the number of possible queries is (in theory) infinite. Ad-hoc Retrieval

Ad-hoc scalar implicature in adults and children - Stanford …
Experiment 1 shows that these ad-hoc implicatures are easy for preschool children, suggesting that children have an early competence at pragmatic inference, and that failures in standard …

Towards a knowledge graph framework for ad hoc analysis in …
In this paper, we provide and outline a framework for ad hoc analysis in manufacturing based on knowledge graphs and influenced by the metamodelling paradigm. We derive its requirements …

2. Definition of “Ad-Hoc” - asoiu.edu.az
Applied to the Committee’s work, an ad-hoc panel can be assembled promptly to handle specialized cases (e.g., unusual conflicts of interest, potentially severe academic misconduct, …

Context-sensitive Analysis, III Ad-hoc syntax-directed …
• Anything goes in ad-hoc actions; AG rules are functional • AG rules are higher level than ad-hoc actions

Automatic Example Queries for Ad Hoc Databases
Analysts who assemble ad hoc databases frequently do not have significant SQL expertise, but we find that by providing a rich set of examples is sufficient to empower non-experts

Interim Analyses in Clinical Trials: Classical vs.· ad hoc vs.
Interim analysis in clinical trials is discussed from the point of view of both classical hypothesis testing and Bayesian inference. The application of P-values in this setting is criticized. The ad …

Analysis and Optimization of a Frequency-Hopping Ad Hoc …
Abstract—This paper proposes a new method for optimizing frequency-hopping ad hoc networks in the presence of Rayleigh fading. It is assumed that the system uses a capacity-approaching …

CTTM17 - FAQs - European Medicines Agency
The ad hoc assessment process enables the Member State (MS) to assess information based on different reasons, depending on if it is related to a notification, an investigational medicinal …

Building and Interpreting Ad Hoc Categories: A Linguistic …
Section 4 is devoted to the analysis of ad hoc categories in discourse, in order to discuss the reasons and the communicative aims underlying this specific categorization process.

BUILDING AND INTERPRETING AD HOC CATEGORIES A …
Based on a 60 language-sample and corpus data from English and Italian, it will be shown that the strategies used to refer to ad hoc categories are mobilized from a variety of different …

Insights and solutions for moving beyond risky ad hoc HR …
Is ad hoc HR management holding back your company? We know how important it is for you to grow your business. It’s your passion. While you may not have the resources of a larger …

Introduction to Ad-Hoc Reporting - United Nations
Aug 11, 2015 · What is an Ad hoc Report? A report built from an “ANALYSIS AREA” or pre-defined aggregated transactional data table for on-demand reporting. Who can create ad hoc reports? …

Using PROC SQL to Create Ad Hoc Reports - lexjansen.com
The purpose of this paper is to demonstrate the powerful features of PROC SQL in the creation of ad hoc reports for clinical trial research. The reports created are for the display, summation and …

Statistical Analysis Plan - ClinicalTrials.gov
It describes the data to be summarized and analyzed, including specifics of the statistical analyses to be performed. This Statistical Analysis Plan (SAP) is based on study Protocol Amendment 1.0, …

FAQs - European Medicines Agency
Ad hoc assessment, Corrective measures and Trial results. They are categorised into questions about notifications; questions about requests for information (RFIs) raised as part of an ad hoc …

7 Information Extraction and Ad Hoc Anaphora Analysis-001
We propose Ad Hoc Anaphora Analysis as the novel method introduced in this work to structure and build the framework that implement for a large non domain text corpus. Keywords: Linguistic …

Ad Hoc Data Preparation for Analysis Using SAS® …
New business questions arise that require ad hoc analyses, but the data sources are often not in the right format for analysis, and thus require manipulation to prepare. Data preparation tasks …

Types of Analysis: Planned (prespecified) vs Post Hoc, …
planned analysis, also known as a pre-specified analysis, is one that is explicitly outlined in the study protocol before the study is started.

Introduction to Ad-hoc Retrieval - University of North …
• “Ad-hoc” because the number of possible queries is (in theory) infinite. Ad-hoc Retrieval

Ad-hoc scalar implicature in adults and children - Stanford …
Experiment 1 shows that these ad-hoc implicatures are easy for preschool children, suggesting that children have an early competence at pragmatic inference, and that failures in standard scalar …

Towards a knowledge graph framework for ad hoc analysis in …
In this paper, we provide and outline a framework for ad hoc analysis in manufacturing based on knowledge graphs and influenced by the metamodelling paradigm. We derive its requirements …

2. Definition of “Ad-Hoc” - asoiu.edu.az
Applied to the Committee’s work, an ad-hoc panel can be assembled promptly to handle specialized cases (e.g., unusual conflicts of interest, potentially severe academic misconduct, or urgent …

Context-sensitive Analysis, III Ad-hoc syntax-directed …
• Anything goes in ad-hoc actions; AG rules are functional • AG rules are higher level than ad-hoc actions

Automatic Example Queries for Ad Hoc Databases
Analysts who assemble ad hoc databases frequently do not have significant SQL expertise, but we find that by providing a rich set of examples is sufficient to empower non-experts

Interim Analyses in Clinical Trials: Classical vs.· ad hoc vs.
Interim analysis in clinical trials is discussed from the point of view of both classical hypothesis testing and Bayesian inference. The application of P-values in this setting is criticized. The ad …

Analysis and Optimization of a Frequency-Hopping Ad …
Abstract—This paper proposes a new method for optimizing frequency-hopping ad hoc networks in the presence of Rayleigh fading. It is assumed that the system uses a capacity-approaching code …

CTTM17 - FAQs - European Medicines Agency
The ad hoc assessment process enables the Member State (MS) to assess information based on different reasons, depending on if it is related to a notification, an investigational medicinal …

Building and Interpreting Ad Hoc Categories: A Linguistic …
Section 4 is devoted to the analysis of ad hoc categories in discourse, in order to discuss the reasons and the communicative aims underlying this specific categorization process.

BUILDING AND INTERPRETING AD HOC CATEGORIES A …
Based on a 60 language-sample and corpus data from English and Italian, it will be shown that the strategies used to refer to ad hoc categories are mobilized from a variety of different …

Insights and solutions for moving beyond risky ad hoc HR …
Is ad hoc HR management holding back your company? We know how important it is for you to grow your business. It’s your passion. While you may not have the resources of a larger company, that …