Introduction to the New Statistics: Estimation, Open Science, and Beyond

This second edition of Introduction to Inferential Statistics is an essential introduction to inferential statistics, using an estimation approach and explaining Open Science practices. It includes new open-source esci software, colorful interactive simulations, and coverage of both estimation and null hypothesis significance testing. It is designed for introduction to statistics, data analysis, or quantitative methods courses in psychology, education, and other social and health sciences, and researchers interested in understanding Open Science and the new statistics.

Format: Paperback / softback
Length: 576 pages
Publication date: 21 March 2024
Publisher: Taylor & Francis Ltd

This extensively revised and updated second edition serves as a vital introduction to inferential statistics. It stands as the pioneering introductory statistics text to adopt an estimation approach right from the outset, and it also elucidates the emerging and exciting Open Science practices, which promote replication and enhance the trustworthiness of research. The estimation approach, particularly with the incorporation of meta-analysis (referred to as "the new statistics"), aligns perfectly with the requirements of Open Science.

Key features of this new edition include:

Increased emphasis on Open Science throughout the book, ensuring that students gain a clear understanding of basic Open Science practices and are guided to apply them in their own work.

Discussion of the latest developments in Open Science, which are rapidly being adopted across various scientific and medical fields.

Integration of new open-source esci (Estimation Statistics with Confidence Intervals) software, which is seamlessly compatible with jamovi. This software is highly suitable for the book and extends seamlessly to more advanced courses, as well as being valuable for researchers. You can access esci at www.thenewstatistics.com/itns/esci/jesci/.

Colorful interactive simulations, including the renowned "dances," are now freely accessible through any browser. These simulations enhance the understanding of key statistical concepts by making them intuitive and engaging. You can find them at www.esci.thenewstatistics.com/.

Comprehensive coverage of both estimation and null hypothesis significance testing (NHST) approaches, providing detailed guidance on how to translate between the two.

Effective learning strategies and pedagogical features are incorporated to promote critical thinking, comprehension, and retention.

Designed as an introduction to statistics, data analysis, or quantitative methods courses in psychology, education, and other social and health sciences, this book also appeals to researchers who are interested in understanding Open Science and the new statistics. No prior familiarity with introductory statistics is required.

Weight: 1258g
Dimension: 178 x 253 x 26 (mm)
ISBN-13: 9780367531508
Edition number: 2 ed