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Modern Statistical Methods for HCI (Hardcover, 1st ed. 2016): Judy Robertson, Maurits Kaptein Modern Statistical Methods for HCI (Hardcover, 1st ed. 2016)
Judy Robertson, Maurits Kaptein
R5,750 Discovery Miles 57 500 Ships in 12 - 19 working days

This book critically reflects on current statistical methods used in Human-Computer Interaction (HCI) and introduces a number of novel methods to the reader. Covering many techniques and approaches for exploratory data analysis including effect and power calculations, experimental design, event history analysis, non-parametric testing and Bayesian inference; the research contained in this book discusses how to communicate statistical results fairly, as well as presenting a general set of recommendations for authors and reviewers to improve the quality of statistical analysis in HCI. Each chapter presents [R] code for running analyses on HCI examples and explains how the results can be interpreted. Modern Statistical Methods for HCI is aimed at researchers and graduate students who have some knowledge of "traditional" null hypothesis significance testing, but who wish to improve their practice by using techniques which have recently emerged from statistics and related fields. This book critically evaluates current practices within the field and supports a less rigid, procedural view of statistics in favour of fair statistical communication.

Modern Statistical Methods for HCI (Paperback, Softcover reprint of the original 1st ed. 2016): Judy Robertson, Maurits Kaptein Modern Statistical Methods for HCI (Paperback, Softcover reprint of the original 1st ed. 2016)
Judy Robertson, Maurits Kaptein
R5,107 Discovery Miles 51 070 Ships in 10 - 15 working days

This book critically reflects on current statistical methods used in Human-Computer Interaction (HCI) and introduces a number of novel methods to the reader. Covering many techniques and approaches for exploratory data analysis including effect and power calculations, experimental design, event history analysis, non-parametric testing and Bayesian inference; the research contained in this book discusses how to communicate statistical results fairly, as well as presenting a general set of recommendations for authors and reviewers to improve the quality of statistical analysis in HCI. Each chapter presents [R] code for running analyses on HCI examples and explains how the results can be interpreted. Modern Statistical Methods for HCI is aimed at researchers and graduate students who have some knowledge of "traditional" null hypothesis significance testing, but who wish to improve their practice by using techniques which have recently emerged from statistics and related fields. This book critically evaluates current practices within the field and supports a less rigid, procedural view of statistics in favour of fair statistical communication.

Statistics for Data Scientists - An Introduction to Probability, Statistics, and Data Analysis (Paperback, 1st ed. 2022):... Statistics for Data Scientists - An Introduction to Probability, Statistics, and Data Analysis (Paperback, 1st ed. 2022)
Maurits Kaptein, Edwin Van Den Heuvel
R1,192 R1,108 Discovery Miles 11 080 Save R84 (7%) Ships in 9 - 17 working days

This book provides an undergraduate introduction to analysing data for data science, computer science, and quantitative social science students. It uniquely combines a hands-on approach to data analysis - supported by numerous real data examples and reusable [R] code - with a rigorous treatment of probability and statistical principles. Where contemporary undergraduate textbooks in probability theory or statistics often miss applications and an introductory treatment of modern methods (bootstrapping, Bayes, etc.), and where applied data analysis books often miss a rigorous theoretical treatment, this book provides an accessible but thorough introduction into data analysis, using statistical methods combining the two viewpoints. The book further focuses on methods for dealing with large data-sets and streaming-data and hence provides a single-course introduction of statistical methods for data science.

Persuasion Profiling - How the internet knows what makes you tick (Paperback): Maurits Kaptein Persuasion Profiling - How the internet knows what makes you tick (Paperback)
Maurits Kaptein
R601 Discovery Miles 6 010 Ships in 10 - 15 working days
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