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STATISTICS WITH AI is an introduction to behavioral science statistics for undergraduates. Like its predecessor, STATISTICS FOR PSYCHOLOGY, this book is more conceptual than mathematical and presumes only that the student has had the equivalent of high school algebra. It uses realistic data sets and research problems to teach essential concepts and procedures. In addition, as its title indicates, it systematically incorporates the most revolutionary development in data analysis in the 21st century. Artificial intelligence is at the cutting edge of behavioral statistics, and this textbook adds essential preparation in that area to the student’s data processing and reporting skills. Throughout the book, the following theme is communicated to the student: AI works best when it has a smart boss.
STATISTICS WITH AI distinguishes itself not just by planfully integrating AI methodology with traditional statistical theory and methods, but also by using classroom-teaching tactics rather than textbook-expository methods. It applies proven pedagogical devices such as “pointing” techniques, maintaining a focus on the fundamental ideas, and inserting reminders at critical points in the reading. In short, the goal was to produce a statistics book that teaches as well as informs, and that ensures coverage of the basics while guiding the reader into the newest frontier in data analysis.
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