Introduction to the new statistics: estimation, open science, and beyond

by Cumming, Geoff

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Title Statements

Full title :Introduction to the new statistics : estimation, open science, and beyond / Geoff Cumming, Robert Calin-Jageman.

Summary

"This is the first introductory statistics text to use an estimation approach from the start to help readers understand effect sizes, confidence intervals (CIs), and meta-analysis ('the new statistics'). It is also the first text to explain the new and exciting Open Science practices, which encourage replication and enhance the trustworthiness of research. In addition, the book explains NHST fully so students can understand published research. Numerous real research examples are used throughout. The book uses today's most effective learning strategies and promotes critical thinking, comprehension, and retention, to deepen users' understanding of statistics and modern research methods. The free ESCI (Exploratory Software for Confidence Intervals) software makes concepts visually vivid, and provides calculation and graphing facilities. The book can be used with or without ESCI."--Page 4 de la couverture.

Edition Statements

Publication Date:2017.

Publication Statements

Publisher(s):Routledge
Place of Publication:New York
Language:eng
Publication Date:2017.

The Physical Object

Description:xxviii, 560 pages : : illustrations (en partie en couleur) ; : 25 cm

Edition Identifiers

ISBN:9781138825512, 9781138825529, 1138825514, 1138825522
oclc:on1030400935
LC Classification:QA276.8
Dewey Decimal:519.5

Subjects

Confidence intervals Confidence intervals -- Textbooks Estimation theory Estimation theory -- Textbooks Intervalles de confiance -- Manuels sco… Mathematical statistics Mathematical statistics -- Textbooks Méthodes statistiques Statistique Statistique mathématique Textbooks Théorie de l'estimation -- Manuels scol…