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

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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.

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Title Statements

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

Summary

Edition Statements

Publication Date:2017.

Publication Statements

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

The Physical Object

Description:xxviii, 560 pages : : illusttrations (some color) ; : 26 cm

Edition Identifiers

ISBN:9781138825512, 1138825514, 9781138825529, 1138825522
oclc:ocn939911229
LC Classification:QA276.8
Dewey Decimal:519.5

Asking and answering research questions -- Research fundamentals : don't fool yourself -- Picturing and describing data -- The normal distribution and sampling -- Confidence intervals and effect sizes -- p values, null hypothesis significance testing, and confidence intervals -- The independent groups design -- The paired design -- Meta-analysis -- Open science and planning research -- Correlation -- Regression -- Frequencies, proportions, and risk -- Extended designs : one independent variable -- Extended designs : two independent variables -- Future directions.

Subjects

Confidence intervals Confidence intervals -- Textbooks Estimation theory Estimation theory -- Textbooks Mathematical statistics Mathematical statistics -- Textbooks mathematics Statistik Textbooks