Python For Experimental Psychologists

Author : Edwin S. Dalmaijer
Publisher : Routledge
Page : 228 pages
File Size : 41,9 Mb
Release : 2016-10-18
Category : Electronic
ISBN : 1138671576

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Python for Experimental Psychologists by Edwin S. Dalmaijer Pdf

Programming is an important part of experimental psychology and cognitive neuroscience, and Python is an ideal language for novices. It sports a very readable syntax, intuitive variable management, and a very large body of functionality that ranges from simple arithmetic to complex computing. Python for Experimental Psychologistsprovides researchers without prior programming experience with the knowledge they need to independently script experiments and analyses in Python. It teaches readers the basics of programming in Python, enabling them to go on and program their own experiments. The skills it offers include: how to display stimuli on a computer screen; how to get input from peripherals (e.g. keyboard, mouse etc.) and specialized equipment (e.g. eye trackers); how to log data; and how to control timing. In addition, it shows readers the basic principles of data analysis applied to behavioral data, and the more advanced techniques required to analyse trace data (e.g. pupil size and EEG) and gaze data. Written informally and accessibly, the book deliberately focuses on the parts of Python that are relevant to experimental psychologists and cognitive neuroscientists. It is also accompanied by a companion website where you will find colour versions of the figures, along with example stimuli, datasets and scripts, and a portable Windows installation of Python.

Author : Edwin S. Dalmaijer
Publisher : Taylor & Francis
Page : 216 pages
File Size : 42,6 Mb
Release : 2016-11-03
Category : Psychology
ISBN : 9781317206446

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Python for Experimental Psychologists by Edwin S. Dalmaijer Pdf

Programming is an important part of experimental psychology and cognitive neuroscience, and Python is an ideal language for novices. It sports a very readable syntax, intuitive variable management, and a very large body of functionality that ranges from simple arithmetic to complex computing. Python for Experimental Psychologists provides researchers without prior programming experience with the knowledge they need to independently script experiments and analyses in Python. The skills it offers include: how to display stimuli on a computer screen; how to get input from peripherals (e.g. keyboard, mouse) and specialised equipment (e.g. eye trackers); how to log data; and how to control timing. In addition, it shows readers the basic principles of data analysis applied to behavioural data, and the more advanced techniques required to analyse trace data (e.g. pupil size) and gaze data. Written informally and accessibly, the book deliberately focuses on the parts of Python that are relevant to experimental psychologists and cognitive neuroscientists. It is also supported by a companion website where you will find colour versions of the figures, along with example stimuli, datasets and scripts, and a portable Windows installation of Python.

Author : Edwin S Dalmaijer
Publisher : Routledge
Page : 0 pages
File Size : 47,9 Mb
Release : 2024-11-22
Category : Computers
ISBN : 1032000457

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Python for Experimental Psychologists by Edwin S Dalmaijer Pdf

Python for Experimental Psychologists equips researchers who have no prior programming experience with the essential knowledge to independently script experiments and analyses in the programming language Python. The book offers an excellent introduction, whether you are an undergraduate, a PhD candidate, or an established researcher. This updated edition is on Python 3 (the most current version). It starts by teaching the fundamentals of programming in Python, and then offers several chapters on scripting experiments (displaying stimuli, obtaining and logging user input, precision timing, etc.) using the popular PsychoPy package. The remainder of the book is dedicated to data analysis, and includes chapters on reading/writing to text files, time series, eye tracking, data visualisation, and statistics. Access to a companion website enriches the learning experience with colour figures, example stimuli, datasets, scripts, and a portable Windows installation of Python. The book assumes no prior knowledge, and its informal and accessible tone helps readers with backgrounds in experimental psychology and cognitive neuroscience to quickly understand Python. It serves as a useful resource not only for researchers in these fields, but also for lecturers instructing on methodology and data analysis. Python for Experimental Psychologists demystifies programming complexities, and empowers researchers to proficiently conduct experiments and to analyse their results.

Author : Jonathan Peirce,Jeremy R. Gray,Michael MacAskill
Publisher : Unknown
Page : 0 pages
File Size : 41,5 Mb
Release : 2022-01-14
Category : Electronic
ISBN : 1473991404

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Programming Experiments in Python by Jonathan Peirce,Jeremy R. Gray,Michael MacAskill Pdf

Python is a free, open-source, cross-platform programming language that allows a great deal to be accomplished in very few lines of code. As well as having a powerful, flexible syntax, Python can interface easily with other libraries and hardware on any computer system, making it ideal for interacting with additional devices hardware (e.g. for fMRI, EEG, eye tracking etc.). Python has become the go-to language for a wide variety of behavioural science studies and experiments. Aimed at advanced undergraduate students, postgraduate students and professional scientists, this textbook provides a comprehensive guide to enable readers to write experiments in Python, or using Python within PsychoPy. This text offers a more advanced guide to developing psychological experiments in Python and can be used as a guide to using software and hardware together - for example, programming a psychological experiment using eye tracking software or EEG systems. Highly practical in nature, the book shows how to programme one full experiment and how to analyse data and scripting. Read together with Building Experiments in PsychoPy, this text is designed to support students who are familiar with PsychoPy and how want to progress into programming in the original software package Python (on which PsychoPy is built). It will help advanced students to programme directly in Python and support them when they use hardware in their experiments, and it particularly suited to those students programming experiments in cognitive psychology and neuroscience.

Author : Jonathan Peirce,Rebecca Hirst,Michael MacAskill
Publisher : SAGE
Page : 313 pages
File Size : 46,5 Mb
Release : 2022-01-12
Category : Psychology
ISBN : 9781529788693

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Building Experiments in PsychoPy by Jonathan Peirce,Rebecca Hirst,Michael MacAskill Pdf

PsychoPy is an open-source software package for creating rich, dynamic experiments in psychology, neuroscience and linguistics. Written by its creator, this book walks you through the steps of building experiments in PsychoPy, from using images to discovering lesser-known features, and from analysing data to debugging your experiment. Divided into three parts and with unique extension exercises to guide you at whatever level you are at, this textbook is the perfect tool for teaching practical undergraduate classes on research methods, as well as acting as a comprehensive reference text for the professional scientist. Essential reading for anyone using PsychoPy software, the second edition has been fully updated and includes multiple new chapters about features included in recent versions of PsychoPy, including running studies online and collecting survey data. Part I teaches you all the basic skills you need (and some more advanced tips along the way) to design experiments in behavioral sciences. Each chapter introduces anew concept but will offer a series of working experiments that you can build on. Part II presents more details important for professional scientists intending to use PsychoPy for published research. This part is recommended reading for science professionals in any discipline. Part III covers a range of specialist topics, such as those doing fMRI research, or those studying visual perception. "This book fills an incredibly important gap in the field. Many users of PsychoPy will be excited to learn that there is now a highly accessible and well-designed written guide to refine their skills." – Susanne Quadflieg, University of Bristol

Author : Zhiguo Wang
Publisher : Springer Nature
Page : 237 pages
File Size : 42,5 Mb
Release : 2021-11-26
Category : Psychology
ISBN : 9783030826352

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Eye-Tracking with Python and Pylink by Zhiguo Wang Pdf

Several Python programming books feature tools designed for experimental psychologists. What sets this book apart is its focus on eye-tracking. Eye-tracking is a widely used research technique in psychology and neuroscience labs. Research grade eye-trackers are typically faster, more accurate, and of course, more expensive than the ones seen in consumer goods or usability labs. Not surprisingly, a successful eye-tracking study usually requires sophisticated computer programming. Easy syntax and flexibility make Python a perfect choice for this task, especially for psychology researchers with little or no computer programming experience. This book offers detailed coverage of the Pylink library, a Python interface for the gold standard EyeLink ® eye-trackers, with many step-by-step example scripts. This book is a useful reference for eye-tracking researchers, but you can also use it as a textbook for graduate-level programming courses.

Author : Anonim
Publisher : BRILL
Page : 372 pages
File Size : 45,8 Mb
Release : 2018-04-10
Category : Psychology
ISBN : 9789004280205

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Timing and Time Perception: Procedures, Measures, & Applications by Anonim Pdf

Timing and Time Perception: Procedures, Measures, and Applications is a one-of-a-kind, collective effort to present the most utilized and known methods on timing and time perception. Specifically, it covers methods and analysis on circadian timing, synchrony perception, reaction/response time, time estimation, and alternative methods for clinical/developmental research. The book includes experimental protocols, programming code, and sample results and the content ranges from very introductory to more advanced so as to cover the needs of both junior and senior researchers. We hope that this will be the first step in future efforts to document experimental methods and analysis both in a theoretical and in a practical manner. Contributors are: Patricia V. Agostino, Rocío Alcalá-Quintana, Fuat Balcı, Karin Bausenhart, Richard Block, Ivana L. Bussi, Carlos S. Caldart, Mariagrazia Capizzi, Xiaoqin Chen, Ángel Correa, Massimiliano Di Luca, Céline Z. Duval, Mark T. Elliott, Dagmar Fraser, David Freestone, Miguel A. García-Pérez, Anne Giersch, Simon Grondin, Nori Jacoby, Florian Klapproth, Franziska Kopp, Maria Kostaki, Laurence Lalanne, Giovanna Mioni, Trevor B. Penney, Patrick E. Poncelet, Patrick Simen, Ryan Stables, Rolf Ulrich, Argiro Vatakis, Dominic Ward, Alan M. Wing, Kieran Yarrow, and Dan Zakay.

Author : Chandril Ghosh
Publisher : Springer Nature
Page : 169 pages
File Size : 48,5 Mb
Release : 2022-10-17
Category : Psychology
ISBN : 9783031146343

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Data Analysis with Machine Learning for Psychologists by Chandril Ghosh Pdf

The power of data drives the digital economy of the 21st century. It has been argued that data is as vital a resource as oil was during the industrial revolution. An upward trend in the number of research publications using machine learning in some of the top journals in combination with an increasing number of academic recruiters within psychology asking for Python knowledge from applicants indicates a growing demand for these skills in the market. While there are plenty of books covering data science, rarely, if ever, books in the market address the need of social science students with no computer science background. They are typically written by engineers or computer scientists for people of their discipline. As a result, often such books are filled with technical jargon and examples irrelevant to psychological studies or projects. In contrast, this book was written by a psychologist in a simple, easy-to-understand way that is brief and accessible. The aim for this book was to make the learning experience on this topic as smooth as possible for psychology students/researchers with no background in programming or data science. Completing this book will also open up an enormous amount of possibilities for quantitative researchers in psychological science, as it will enable them to explore newer types of research questions.

Author : C. James Goodwin
Publisher : Unknown
Page : 518 pages
File Size : 46,7 Mb
Release : 1995-02-07
Category : Psychology
ISBN : UOM:39015032296942

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Research in Psychology by C. James Goodwin Pdf

A readable and engaging experimental psychology text, focusing on experimental methodology and the scientific way of thinking. Provides comprehensive information on current research methods. Specifically, topics include data handling, idea generation, experimentation and research design and methods. Contains early and continued coverage of research ethics as well as several first-hand accounts of research. The appendices describe how to prepare the APA-style research report and how experimental psychologists use statistical analysis for decision-making purposes.

Author : Richard J. Bird
Publisher : Unknown
Page : 264 pages
File Size : 44,6 Mb
Release : 1981
Category : Psychology
ISBN : UOM:39015010752833

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The Computer in Experimental Psychology by Richard J. Bird Pdf

This book is about the use of computers in experimental psychology. Much of it deals with the application of real-time computer systems to the carrying out of experiments in the laboratory, and there are sections dealing with the concepts of computing underlying these application areas. Chapters are also devoted to the subjects of data analysis and to the management of small computer systems and networks. It is hoped, therefore, that with the exception of the subjects of artifical intelligence and the modeling of psychological processes, which concern theoretical rather than experimental psychology, the book presents a picture of the use of computers in experimental psychology as a whole.

Author : Michael D. Lee,Eric-Jan Wagenmakers
Publisher : Cambridge University Press
Page : 279 pages
File Size : 53,8 Mb
Release : 2014-04-03
Category : Psychology
ISBN : 9781107653917

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Bayesian Cognitive Modeling by Michael D. Lee,Eric-Jan Wagenmakers Pdf

Bayesian inference has become a standard method of analysis in many fields of science. Students and researchers in experimental psychology and cognitive science, however, have failed to take full advantage of the new and exciting possibilities that the Bayesian approach affords. Ideal for teaching and self study, this book demonstrates how to do Bayesian modeling. Short, to-the-point chapters offer examples, exercises, and computer code (using WinBUGS or JAGS, and supported by Matlab and R), with additional support available online. No advance knowledge of statistics is required and, from the very start, readers are encouraged to apply and adjust Bayesian analyses by themselves. The book contains a series of chapters on parameter estimation and model selection, followed by detailed case studies from cognitive science. After working through this book, readers should be able to build their own Bayesian models, apply the models to their own data, and draw their own conclusions.

Author : Barry H. Kantowitz,Henry L. Roediger,David G. Elmes
Publisher : Unknown
Page : 610 pages
File Size : 54,5 Mb
Release : 2020
Category : Psychology
ISBN : 9814896527

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Experimental Psychology by Barry H. Kantowitz,Henry L. Roediger,David G. Elmes Pdf

Author : Julian Jaynes
Publisher : Houghton Mifflin Harcourt
Page : 580 pages
File Size : 46,8 Mb
Release : 2000-08-15
Category : Psychology
ISBN : 9780547527543

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The Origin of Consciousness in the Breakdown of the Bicameral Mind by Julian Jaynes Pdf

National Book Award Finalist: “This man’s ideas may be the most influential, not to say controversial, of the second half of the twentieth century.”—Columbus Dispatch At the heart of this classic, seminal book is Julian Jaynes's still-controversial thesis that human consciousness did not begin far back in animal evolution but instead is a learned process that came about only three thousand years ago and is still developing. The implications of this revolutionary scientific paradigm extend into virtually every aspect of our psychology, our history and culture, our religion—and indeed our future. “Don’t be put off by the academic title of Julian Jaynes’s The Origin of Consciousness in the Breakdown of the Bicameral Mind. Its prose is always lucid and often lyrical…he unfolds his case with the utmost intellectual rigor.”—The New York Times “When Julian Jaynes . . . speculates that until late in the twentieth millennium BC men had no consciousness but were automatically obeying the voices of the gods, we are astounded but compelled to follow this remarkable thesis.”—John Updike, The New Yorker “He is as startling as Freud was in The Interpretation of Dreams, and Jaynes is equally as adept at forcing a new view of known human behavior.”—American Journal of Psychiatry

Author : Aidan G. C. Wright,Michael N. Hallquist
Publisher : Cambridge University Press
Page : 600 pages
File Size : 53,7 Mb
Release : 2020-03-31
Category : Psychology
ISBN : 1316639525

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The Cambridge Handbook of Research Methods in Clinical Psychology by Aidan G. C. Wright,Michael N. Hallquist Pdf

This book integrates philosophy of science, data acquisition methods, and statistical modeling techniques to present readers with a forward-thinking perspective on clinical science. It reviews modern research practices in clinical psychology that support the goals of psychological science, study designs that promote good research, and quantitative methods that can test specific scientific questions. It covers new themes in research including intensive longitudinal designs, neurobiology, developmental psychopathology, and advanced computational methods such as machine learning. Core chapters examine significant statistical topics, for example missing data, causality, meta-analysis, latent variable analysis, and dyadic data analysis. A balanced overview of observational and experimental designs is also supplied, including preclinical research and intervention science. This is a foundational resource that supports the methodological training of the current and future generations of clinical psychological scientists.

Author : David W. Martin
Publisher : Thomson Brooks/Cole
Page : 260 pages
File Size : 53,7 Mb
Release : 1985
Category : Psychology
ISBN : MINN:31951P00303308F

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Doing Psychology Experiments by David W. Martin Pdf

Learn how to design, execute, interpret, and report on simple psychology experiments! David W. Martin blends humor, clear instruction, and solid scholarship to make this concise text a perfect introduction to research methods in psychology. DOING PSYCHOLOGY EXPERIMENTS guides you through the experimentation process in a step-by-step manner. Martin emphasizes the decision-making aspects of research, as well as the logic behind research procedures. He also devotes two separate chapters to many of the ethical questions that confront new experimenters giving you a complete introduction to the psychology laboratory.