Introduction
In statistics, hypothesis testing is an extension of the scientific method. It serves to evaluate a specific problem, for example that a drug alleviates pain, or that a coin is not fair. In this procedure, the null hypothesis H0 is assumed to be true. Then some data are observed and from these data a conclusion is drawn (called an inference). A statistical hypothesis test tries to show that the inference cannot reasonably be due to random chance, but it can never prove that H 0 is true.Over the lifetime, 19.5k publication(s) have been published within this topic receiving 103.78k citation(s). The topic is also known as: statistical hypothesis testing & confirmatory data analysis.
Citation Count and Paper Count Trend
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| Citation | Paper |
|---|---|
| 19,580 | 1,037,815 |
Top Experts in Statistical Hypothesis Testing Research
Leandro Pardo is a academic researcher from Complutense University of Madrid. The author has contributed to research in topic(s): Estimator & Divergence (statistics). The author has an hindex of 25, co-authored 250 publication(s) receiving 2836 citation(s). Previous affiliations of Leandro Pardo include Bowling Green State University; National Autonomous University of Mexico (UNAM); National Polytechnic Institute (IPN).
Eric-Jan Wagenmakers is a Professor in Psychology and Cognitive science at the University of Amsterdam, known for his research on Bayes factors, meta-analysis and statistics. He currently co-chairs a regular conference series covering topics such as Bayesian approaches to cognition and Other topics in psychology such as perception, memory and decision making. Eric-Jan Wagenmakers is a professor at the University of Amsterdam and a former editor of Psychological Science. With 372 publications and 39.4k citations, his hindex is 86. In addition, he has 2 books with Springer Publishing Company.
Florent Retraint is a researcher from University of Technology of Troyes. His research interests include statistical hypothesis testing & Likelihood-ratio test. Florent has published 69 articles, received 959 citations and has an hindex of 18. Among his publications are “Factor mix models with non-informative priors: nonparametric estimation and applications to reliability” and “Estimation of an underlying common factor in probabilistic mixtures: An application to spatial data”.
Remi Cogranne is a researcher from Centre national de la recherche scientifique. He has contributed to research in topics such as Statistical hypothesis testing & Steganalysis. The author has an hindex of 23, co-authored 92 publication(s) receiving 2.85k citation(s). Previous affiliations include University of Technology of Troyes.He is currently associated with the Centre national de la recherche scientifique (CNRS), where he coordinates an international collaboration on algorithmics for intrusion detection.
Narayanaswamy Balakrishnan is a research professor at McMaster University. His research focuses on the analysis of integrated, multi-level data, with particular emphasis on sensitivity experiments and statistical models for variance estimation. He has also worked in the fields of environmental statistics and Bayesian methods. The author has an hindex of 82, co-authored 1.34k publication(s) receiving 42.66k citation(s). Previous affiliations of Narayanaswamy Balakrishnan include Louisiana State University & National Oceanic and Atmospheric Administration.
Top Institutions in Statistical Hypothesis Testing Research
Harvard University is a research university based in Cambridge, Massachusetts. It is known for its undergraduate and graduate programs, and with its main campus located in the historic Harvard Yard. The school also has satellite campuses across all of New England, numerous international sites around the world, and a campus on the Moon. Their subject areas include human studies, science & mathematics, social sciences, law & public policy and business administration. They have published 530388 papers receiving 38152182 citations so far.
Stanford University is a private research university located in Palo Alto, California, United States. Stanford has been recognized as one of the world's most prestigious universities for its exceptional academic performance, wealth and influence, and alumni stature. It consistently ranks among the top three universities in the world and is widely considered to be one of the most selective universities in the United States. It is known for research contribution in the topic(s): Population & Transplantation. The organization has 125751 authors who have published 320347 publication(s) receiving 21892059 citation(s).
3. University of Illinois at Urbana–Champaign
The University of Illinois at Urbana–Champaign (also known as the University of Illinois, UIUC, or simply Illinois) is a large public research university in Urbana, Illinois. With over 52,000 students (including nearly 10,000 graduate students), it was the foundation of the first public ivy league and has been recognized as the father of modern public universities. It is known for research contribution in the topic(s): Population, Poison control.The organization has 102114 authors who have published 225158 publication(s) receiving 10116369 citation(s).
4. University of North Carolina at Chapel Hill
The University of North Carolina at Chapel Hill is a public research university located in Chapel Hill, North Carolina, United States. It has a total undergraduate enrollment of 24,828, its setting is suburban, and the campus size is 1,712 acres. UNC-Chapel Hill has 5 areas of study related to Demographer. They are: Environmental Sciences , biological science , public health , mathematics , and computer science. It has 81393 authors who have published 185327 publication(s) receiving 9948508 citation(s). It is mainly known for research contribution in the topic(s): Population & Poison control.
5. University of Wisconsin-Madison
University of Wisconsin-Madison is a public research university in Madison, Wisconsin. It was created from the merger of the University of Wisconsin–Madison, which was founded in 1848 and became a land-grant institution in 1869, and the Wisconsin State Normal School, which was opened in 1866 as the first teacher-training school on the West Coast.This organization is known for research contribution in the topic(s): Poison control. The organization has 108707 authors who have published 237594 publication(s) receiving 11883575 citation(s).
Top Journals and Conferences publishing in Statistical Hypothesis Testing Research
Journals:
arXiv: Methodology is an academic journal that publishes papers on the methodology of scientific research in computer and information science, mathematics, physics and quantitative biology. The descriptions of methods are either technical or conceptual and might include new algorithms for solving problems or statistical analysis procedures suitable for application to particular sets of data.Over the lifetime, 13056 publication(s) have been published receiving 98.75k citation(s).
2. Research Papers in Economics
Research Papers in Economics is a widely cited and respected academic journal dedicated to publishing high quality research on a broad range of topics, including macroeconomics, microeconomics, applied econometrics, financial economics, development economics and public economics. It also publishes original contributions on any other area within the broad field of economics that is of relevance to policy formation. Among the 446769 publication(s) published over the lifetime, 6278863 citation(s) have been received. The journal is also known as: RePEc & repec.org.
arXiv: Statistics Theory is an academic journal that publishes short, rapid communication articles and research notes on theory, methodology, and applications of statistics. arXiv provides source access to papers, and these are published in the format of preprints at arxiv.org by Cornell University Library where they can be deposited, collected and preserved in perpetuity. This policy ensures that researchers will have access to papers even if their publishers fail or Fold.Over the lifetime, 11853 publication(s) have been published receiving 156563 citation(s).
Conferences:
The International Conference on Acoustics, Speech, and Signal Processing (ICASSP) is the flagship conference in the area of signal processing. ICASSP has been held every year since 1974, in various countries and cities across the world. ICASSP offers several main tracks that include modern developments in speech processing, audio engineering, feature extraction and representation, machine learning. Over the lifetime, 46388 publication(s) have been published by the conference receiving 794416 citation(s).The conference publishes majorly in the area(s): Speech processing & Adaptive filter. This is a peer-reviewed conference with emphasis on work of high quality, both from the point of view of significance, originality, clarity and presentation.
2. Â International Symposium on Information Theory
The International Symposium on Information Theory (ISIT) is an academic conference held each year.The conference publishes a wide range of topics including fundamental and applied aspects of information theory, coding theory, and telecommunications at both the undergraduate and graduate level.Over the lifetime, 15336 publication(s) have been published by the conference receiving 286647 citation(s). The conference publishes articles that are often highlighted in the top journals of the world.
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Related Topics associated with Statistical Hypothesis Testing
| Topics | Papers | Citations | Related |
|---|---|---|---|
| Statistical inference | 11.2K | 604.4K | 91% |
| Nonparametric statistics | 19.9K | 844.1K | 90% |
| Goodness of fit | 8.5K | 639.2K | 90% |
| Null hypothesis | 4.9K | 269.5K | 90% |
| Sample size determination | 21.3K | 961.4K | 89% |