Statistics And Experimental Design For Psychologists

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Statistics And Experimental Design For Psychologists: A Model Comparison Approach

Author : Rory Allen
Publisher : World Scientific Publishing Company
ISBN 13 : 1786340674
Total Pages : 471 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Statistics And Experimental Design For Psychologists: A Model Comparison Approach by : Rory Allen

Download or read book Statistics And Experimental Design For Psychologists: A Model Comparison Approach written by Rory Allen and published by World Scientific Publishing Company. This book was released on 2017-08-28 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first textbook for psychologists which combines the model comparison method in statistics with a hands-on guide to computer-based analysis and clear explanations of the links between models, hypotheses and experimental designs. Statistics is often seen as a set of cookbook recipes which must be learned by heart. Model comparison, by contrast, provides a mental roadmap that not only gives a deeper level of understanding, but can be used as a general procedure to tackle those problems which can be solved using orthodox statistical methods.Statistics and Experimental Design for Psychologists focusses on the role of Occam's principle, and explains significance testing as a means by which the null and experimental hypotheses are compared using the twin criteria of parsimony and accuracy. This approach is backed up with a strong visual element, including for the first time a clear illustration of what the F-ratio actually does, and why it is so ubiquitous in statistical testing.The book covers the main statistical methods up to multifactorial and repeated measures, ANOVA and the basic experimental designs associated with them. The associated online supplementary material extends this coverage to multiple regression, exploratory factor analysis, power calculations and other more advanced topics, and provides screencasts demonstrating the use of programs on a standard statistical package, SPSS.Of particular value to third year undergraduate as well as graduate students, this book will also have a broad appeal to anyone wanting a deeper understanding of the scientific method.

Experimental Design and Analysis for Psychology

Author : Herve Abdi
Publisher :
ISBN 13 : 0199299889
Total Pages : 559 pages
Book Rating : 4.1/5 (992 download)

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Book Synopsis Experimental Design and Analysis for Psychology by : Herve Abdi

Download or read book Experimental Design and Analysis for Psychology written by Herve Abdi and published by . This book was released on 2009-02-26 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete course in data collection and analysis for students who need to go beyond the basics. A true course companion, the engaging writing style takes readers through challenging topics, blending examples and exercises with careful explanations and custom-drawn figures ensuring the most daunting concepts can be fully understood.

Experimental Design and Statistics for Psychology

Author : Fabio Sani
Publisher : John Wiley & Sons
ISBN 13 : 1405150386
Total Pages : 240 pages
Book Rating : 4.4/5 (51 download)

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Book Synopsis Experimental Design and Statistics for Psychology by : Fabio Sani

Download or read book Experimental Design and Statistics for Psychology written by Fabio Sani and published by John Wiley & Sons. This book was released on 2008-04-15 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experimental Design and Statistics for Psychology: A First Course is a concise, straighforward and accessible introduction to the design of psychology experiments and the statistical tests used to make sense of their results. Makes abundant use of charts, diagrams and figures. Assumes no prior knowledge of statistics. Invaluable to all psychology students needing a firm grasp of the basics, but tackling of some of the topic’s more complex, controversial issues will also fire the imagination of more ambitious students. Covers different aspects of experimental design, including dependent versus independent variables, levels of treatment, experimental control, random versus systematic errors, and within versus between subjects design. Provides detailed instructions on how to perform statistical tests with SPSS. Downloadable instructor resources to supplement and support your lectures can be found at www.blackwellpublishing.com/sani and include sample chapters, test questions, SPSS data sets, and figures and tables from the book.

Learning Statistics with R

Author : Daniel Navarro
Publisher : Lulu.com
ISBN 13 : 1326189727
Total Pages : 617 pages
Book Rating : 4.3/5 (261 download)

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Book Synopsis Learning Statistics with R by : Daniel Navarro

Download or read book Learning Statistics with R written by Daniel Navarro and published by Lulu.com. This book was released on 2013-01-13 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Learning Statistics with R" covers the contents of an introductory statistics class, as typically taught to undergraduate psychology students, focusing on the use of the R statistical software and adopting a light, conversational style throughout. The book discusses how to get started in R, and gives an introduction to data manipulation and writing scripts. From a statistical perspective, the book discusses descriptive statistics and graphing first, followed by chapters on probability theory, sampling and estimation, and null hypothesis testing. After introducing the theory, the book covers the analysis of contingency tables, t-tests, ANOVAs and regression. Bayesian statistics are covered at the end of the book. For more information (and the opportunity to check the book out before you buy!) visit http://ua.edu.au/ccs/teaching/lsr or http://learningstatisticswithr.com

How to Design and Report Experiments

Author : Andy Field
Publisher : SAGE
ISBN 13 : 144626002X
Total Pages : 402 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis How to Design and Report Experiments by : Andy Field

Download or read book How to Design and Report Experiments written by Andy Field and published by SAGE. This book was released on 2002-12-20 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to Design and Report Experiments is the perfect textbook and guide to the often bewildering world of experimental design and statistics. It provides a complete map of the entire process beginning with how to get ideas about research, how to refine your research question and the actual design of the experiment, leading on to statistical procedure and assistance with writing up of results. While many books look at the fundamentals of doing successful experiments and include good coverage of statistical techniques, this book very importantly considers the process in chronological order with specific attention given to effective design in the context of likely methods needed and expected results. Without full assessment of these aspects, the experience and results may not end up being as positive as one might have hoped. Ample coverage is then also provided of statistical data analysis, a hazardous journey in itself, and the reporting of findings, with numerous examples and helpful tips of common downfalls throughout. Combining light humour, empathy with solid practical guidance to ensure a positive experience overall, How to Design and Report Experiments will be essential reading for students in psychology and those in cognate disciplines with an experimental focus or content in research methods courses.

Experimental Design: Procedures for the Behavioral Sciences

Author : Roger E. Kirk
Publisher : SAGE
ISBN 13 : 1412974453
Total Pages : 1073 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Experimental Design: Procedures for the Behavioral Sciences by : Roger E. Kirk

Download or read book Experimental Design: Procedures for the Behavioral Sciences written by Roger E. Kirk and published by SAGE. This book was released on 2013 with total page 1073 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experimental Design: Procedures for Behavioral Sciences, Fourth Edition is a classic text with a reputuation for accessibility and readability. It has been revised and updated to make learning design concepts even easier. Roger E. Kirk shows how three simple experimental designs can be combined to form a variety of complex designs. He provides diagrams illustrating how subjects are assigned to treatments and treatment combinations. New terms are emphasized in boldface type, there are summaries of the advantages and disadvantages of each design, and real-life examples show how the designs are used.

Experimental Design in Psychology

Author : M. Kimberly MacLin
Publisher : Routledge
ISBN 13 : 1000727904
Total Pages : 555 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Experimental Design in Psychology by : M. Kimberly MacLin

Download or read book Experimental Design in Psychology written by M. Kimberly MacLin and published by Routledge. This book was released on 2020-03-31 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is about doing science and the active process of reading, learning, thinking, generating ideas, designing experiments, and the logistics surrounding each step of the research process. In easy-to-read, conversational language, Kim MacLin teaches students experimental design principles and techniques using a tutorial approach in which students read, critique, and analyze over 75 actual experiments from every major area of psychology. She provides them with real-world information about how science in psychology is conducted and how they can participate. Recognizing that students come to an experimental design course with their own interests and perspectives, MacLin covers many subdisciplines of psychology throughout the text, including IO psychology, child psychology, social psychology, behavioral psychology, cognitive psychology, clinical psychology, health psychology, educational/school psychology, legal psychology, and personality psychology, among others. Part I of the text is content oriented and provides an overview of the principles of experimental design. Part II contains annotated research articles for students to read and analyze. Classic articles have been retained and 11 new ones have been added, featuring contemporary case studies, information on the Open Science movement, expanded coverage on ethics in research, and a greater focus on becoming a better writer, clarity and precision in writing, and reducing bias in language. This edition is up to date with the latest APA Publication Manual (7th edition) and includes an overview of the updated bias-free language guidelines, the use of singular "they," the new ethical compliance checklist, and other key changes in APA style. This text is essential reading for students and researchers interested in and studying experimental design in psychology.

The Process of Statistical Analysis in Psychology

Author : Dawn M. McBride
Publisher : SAGE Publications
ISBN 13 : 1506325246
Total Pages : 303 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis The Process of Statistical Analysis in Psychology by : Dawn M. McBride

Download or read book The Process of Statistical Analysis in Psychology written by Dawn M. McBride and published by SAGE Publications. This book was released on 2017-09-20 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new introductory statistics text from Dawn M. McBride, best-selling author of The Process of Research in Psychology, covers the background and process of statistical analysis, along with how to use essential tools for working with data from the field. Research studies are included throughout from both the perspective of a student conducting their own research study and of someone encountering research in their daily life. McBride helps readers gain the knowledge they need to become better consumers of research and statistics used in everyday decision-making and connects the process of research design with the tools employed in statistical analysis. Instructors and students alike will appreciate the extra opportunities for practice with the accompanying Lab Manual for Statistical Analysis, also written by McBride and her frequent collaborator, J. Cooper Cutting.

Statistics in Psychology Using R and SPSS

Author : Dieter Rasch
Publisher : John Wiley & Sons
ISBN 13 : 047097124X
Total Pages : 565 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Statistics in Psychology Using R and SPSS by : Dieter Rasch

Download or read book Statistics in Psychology Using R and SPSS written by Dieter Rasch and published by John Wiley & Sons. This book was released on 2011-12-12 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics in Psychology covers all statistical methods needed in education and research in psychology. This book looks at research questions when planning data sampling, that is to design the intended study and to calculate the sample sizes in advance. In other words, no analysis applies if the minimum size is not determined in order to fulfil certain precision requirements. The book looks at the process of empirical research into the following seven stages: Formulation of the problem Stipulation of the precision requirements Selecting the statistical model for the planning and analysis The (optimal) design of the experiment or survey Performing the experiment or the survey Statistical analysis of the observed results Interpretation of the results.

Statistical Methods for Experimental Research in Education and Psychology

Author : Jimmie Leppink
Publisher : Springer
ISBN 13 : 3030212416
Total Pages : 301 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Statistical Methods for Experimental Research in Education and Psychology by : Jimmie Leppink

Download or read book Statistical Methods for Experimental Research in Education and Psychology written by Jimmie Leppink and published by Springer. This book was released on 2019-05-30 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on experimental research in two disciplines that have a lot of common ground in terms of theory, experimental designs used, and methods for the analysis of experimental research data: education and psychology. Although the methods covered in this book are also frequently used in many other disciplines, including sociology and medicine, the examples in this book come from contemporary research topics in education and psychology. Various statistical packages, commercial and zero-cost Open Source ones, are used. The goal of this book is neither to cover all possible statistical methods out there nor to focus on a particular statistical software package. There are many excellent statistics textbooks on the market that present both basic and advanced concepts at an introductory level and/or provide a very detailed overview of options in a particular statistical software programme. This is not yet another book in that genre. Core theme of this book is a heuristic called the question-design-analysis bridge: there is a bridge connecting research questions and hypotheses, experimental design and sampling procedures, and common statistical methods in that context. Each statistical method is discussed in a concrete context of a set of research question with directed (one-sided) or undirected (two-sided) hypotheses and an experimental setup in line with these questions and hypotheses. Therefore, the titles of the chapters in this book do not include any names of statistical methods such as ‘analysis of variance’ or ‘analysis of covariance’. In a total of seventeen chapters, this book covers a wide range of topics of research questions that call for experimental designs and statistical methods, fairly basic or more advanced.

Experimental Psychology

Author : R.B. Burns
Publisher : Springer Science & Business Media
ISBN 13 : 9401172412
Total Pages : 450 pages
Book Rating : 4.4/5 (11 download)

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Book Synopsis Experimental Psychology by : R.B. Burns

Download or read book Experimental Psychology written by R.B. Burns and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has been written to meet several needs. Firstly there is a need for a book which integrates statistics, research design, ex periments and report writing so that none is learned in a vacuum, as commonly is the case, isolated from the others. The aim is to make the student an active learner encouraged to carry out experiments, so ex periencing and understanding the design problems and statistical analyses in the practical context where he can see exactly what he is doing and why. The aim is that by the end of the book, the student should be able to evaluate the research of others, to define a problem, formulate a hypothesis about it, design and carry out the experiment, apply the correct statistics, discuss the results and implications, and write it all up in a logical and sensible fashion. The principle is that old pedagogic one of learning by doing. Secondly, there is a need for an introductory text on statistics, research design and experimental work for the many students who meet psychology and social science for the first time. The initiate in behavioural science needs to gain a conceptual understanding of statistical procedures and design techniques in order to carry out his own investigations and to understand and evaluate constructively the investigations of others. However, experience has shown us that many students (and even some fellow teachers) are somewhat reluctant to study this area as they believe it is difficult and involves mathematics.

Statistical Methods for Psychology

Author : David C. Howell
Publisher : Wadsworth Publishing Company
ISBN 13 : 9781111840853
Total Pages : 770 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Statistical Methods for Psychology by : David C. Howell

Download or read book Statistical Methods for Psychology written by David C. Howell and published by Wadsworth Publishing Company. This book was released on 2013 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt: STATISTICAL METHODS FOR PSYCHOLOGY, 8E, International Edition surveys the statistical techniques commonly used in the behavioral and social sciences, particularly psychology and education. To help students gain a better understanding of the specific statistical hypothesis tests that are covered throughout the text, author David Howell emphasizes conceptual understanding. This Eighth Edition continues to focus students on two key themes that are the cornerstones of this book's success: the importance of looking at the data before beginning a hypothesis test, and the importance of knowing the relationship between the statistical test in use and the theoretical questions being asked by the experiment. New and expanded topics—reflecting the evolving realm of statistical methods—include effect size, meta-analysis, and treatment of missing data.

Experiment, design and statistics in psychology

Author : Colin Robson
Publisher :
ISBN 13 : 9780140804638
Total Pages : 174 pages
Book Rating : 4.8/5 (46 download)

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Book Synopsis Experiment, design and statistics in psychology by : Colin Robson

Download or read book Experiment, design and statistics in psychology written by Colin Robson and published by . This book was released on 1983 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Understanding Statistics and Experimental Design

Author : Michael H. Herzog
Publisher : Springer
ISBN 13 : 3030034992
Total Pages : 146 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Understanding Statistics and Experimental Design by : Michael H. Herzog

Download or read book Understanding Statistics and Experimental Design written by Michael H. Herzog and published by Springer. This book was released on 2019-08-13 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets.

Experimental Design and Statistics

Author : Stephen Henry Miller
Publisher :
ISBN 13 :
Total Pages : 186 pages
Book Rating : 4.:/5 (11 download)

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Book Synopsis Experimental Design and Statistics by : Stephen Henry Miller

Download or read book Experimental Design and Statistics written by Stephen Henry Miller and published by . This book was released on 1994 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Experimental Design in Behavioural Research

Author : Krishan D. Broota
Publisher : New Age International
ISBN 13 : 9788122402155
Total Pages : 480 pages
Book Rating : 4.4/5 (21 download)

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Book Synopsis Experimental Design in Behavioural Research by : Krishan D. Broota

Download or read book Experimental Design in Behavioural Research written by Krishan D. Broota and published by New Age International. This book was released on 1989 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Book Has Been Addressed To The Students And Researchers In The Disciplines Of Psychology, Education, Sociology, Social-Work, Medicine, Management, And Allied Disciplines. It Has Been Written For Those Who Do Not Possess Sophisticated Mathematical Background. Various Designs And Their Analyses Have Been Presented In Simple Understandable Language. The Intended Emphasis Is To Make The Reader Understand The Basic Principles Of Experimental Design, Layout For Data Collection, Analysis Of Data, Interpretation Of Results Of Experimental Outcome. It Offers An Integrated Approach Placing Due Emphasis On Theory, Application, And Computational Procedures. Schematic Representations Of Analysis For Each Design Is A Novel Feature Of This Book, It Makes The Analysis Simple And Easy To Comprehend. Each Design Includes General Layout For Data Collection, Schematic Representation Of The Analysis, Followed By Numerical Example With Detailed Solution And Interpretation. Numerous Illustrations, Many From Published Research, Are Provided With The Intent To Equip The Reader To Develop Insight Into The Intricacies Of Research Strategy. Special Treatment Has Been Given To Within Subject And Mixed Designs. Multivariate Analysis Of Variance, Analysis Of Covariance, And Also Analysis Of Variance By Ranks Have Been Included.

The Process of Research and Statistical Analysis in Psychology

Author : Dawn M. McBride
Publisher : SAGE Publications
ISBN 13 : 1544362021
Total Pages : 832 pages
Book Rating : 4.5/5 (443 download)

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Book Synopsis The Process of Research and Statistical Analysis in Psychology by : Dawn M. McBride

Download or read book The Process of Research and Statistical Analysis in Psychology written by Dawn M. McBride and published by SAGE Publications. This book was released on 2019-07-17 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Process of Research and Statistical Analysis in Psychology presents integrated coverage of psychological research methods and statistical analysis to illustrate how these two crucial processes work together to uncover new information. Best-selling author Dawn M. McBride draws on over 20 years of experience using a practical step-by-step approach in her teaching to guide readers through the full process of designing, conducting, and presenting a research study. The text opens with introductory discussions of why psychologists conduct and analyze research before digging into the process of designing an experiment and performing statistical analyses. Each chapter concludes with exercises and activities that promote critical thinking, the smart consumption of research, and practical application. Readers will come away with a complete picture of the role that research plays in psychology as well as their everyday lives.