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The Elements of Data Analytic Style (Svensk Utgåva)

En guide för personer som vill analysera data.

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This book is a translation into Swedish of The Elements of Data Analytic Style which was originally written in English

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About

About

About the Book

Dataanalys är minst lika mycket konst som det är vetenskap. Denna bok fokuserar på detaljerna i dataanalys som ibland faller mellan stolarna i traditionella statistikkurser och läroböcker. Den baseras delvis på författarens blogginlägg, föreläsningsmaterial och handledningar som:

Författaren är en av medutvecklarna till Johns Hopkins Specialisering i Data Science, det största data science-programmet i världen som har registrerat över 1,76 miljoner människor. Boken är användbar som ett komplement till introduktionskurser i data science eller dataanalys. Den är också ett användbart referensverktyg för personer som har till uppgift att läsa och kritisera dataanalyser.

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This book is a translation into Swedish of The Elements of Data Analytic Style which was originally written in English

Author

About the Authors

Jeff Leek

Jeff Leek is an Associate Professor of Biostatistics and Oncology at the Johns Hopkins Bloomberg School of Public Health. His research focuses on the intersection of high dimensional data analysis, genomics, and public health. He is the co-editor of the popular Simply Statistics Blog and co-director of the Johns Hopkins Specialization in Data Science the largest data science program in the world that has enrolled more than 1.76 million people.

Leanpub Podcast

Episode 19

An Interview with Jeffrey Leek

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Contents

Table of Contents

1.Introduktion

2.Den datanalytiska frågan

3.Att göra datan ‘tidy’

4.Kontrollera datan

5.Utforskande analys

6.Statistisk modellering och inferens

7.Förutsägelse och maskininlärning

8.Kausalitet

9.Skriftliga analyser

10.Skapa figurer

11.Presentera data

12.Reproducerbarhet

13.Några formella saker

14.Checklista för dataanalys

15.Ytterligare resurser

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