The Resource A Concise Guide to Statistics, by Hans-Michael Kaltenbach, (electronic resource)

A Concise Guide to Statistics, by Hans-Michael Kaltenbach, (electronic resource)

Label
A Concise Guide to Statistics
Title
A Concise Guide to Statistics
Statement of responsibility
by Hans-Michael Kaltenbach
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
The text gives a concise introduction into fundamental concepts in statistics. Chapter 1: Short exposition of probability theory, using generic examples. Chapter 2: Estimation in theory and practice, using biologically motivated examples. Maximum-likelihood estimation in covered, including Fisher information and power computations. Methods for calculating confidence intervals and robust alternatives to standard estimators are given. Chapter 3: Hypothesis testing with emphasis on concepts, particularly type-I , type-II errors, and interpreting test results. Several examples are provided. T-tests are used throughout, followed important other tests and robust/nonparametric alternatives. Multiple testing is discussed in more depth, and combination of independent tests is explained. Chapter 4: Linear regression, with computations solely based on R. Multiple group comparisons with ANOVA are covered together with linear contrasts, again using R for computations
Member of
http://library.link/vocab/creatorName
Kaltenbach, Hans-Michael
Dewey number
500
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
Q35hH_ibEfE
Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
Series statement
SpringerBriefs in Statistics,
http://library.link/vocab/subjectName
  • Statistics
  • Statistics, general
  • Statistics for Life Sciences, Medicine, Health Sciences
Label
A Concise Guide to Statistics, by Hans-Michael Kaltenbach, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Basics of Probability Theory -- Estimation -- Hypothesis Testing -- Regression -- References -- Index
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (118 p.)
Form of item
online
Isbn
9783642235023
Media category
computer
Media type code
c
Other control number
10.1007/978-3-642-23502-3
Specific material designation
remote
System control number
  • (CKB)2550000000053201
  • (EBL)973331
  • (OCoLC)763157853
  • (SSID)ssj0000609412
  • (PQKBManifestationID)11393940
  • (PQKBTitleCode)TC0000609412
  • (PQKBWorkID)10609701
  • (PQKB)11666923
  • (DE-He213)978-3-642-23502-3
  • (MiAaPQ)EBC973331
  • (EXLCZ)992550000000053201
Label
A Concise Guide to Statistics, by Hans-Michael Kaltenbach, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Basics of Probability Theory -- Estimation -- Hypothesis Testing -- Regression -- References -- Index
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (118 p.)
Form of item
online
Isbn
9783642235023
Media category
computer
Media type code
c
Other control number
10.1007/978-3-642-23502-3
Specific material designation
remote
System control number
  • (CKB)2550000000053201
  • (EBL)973331
  • (OCoLC)763157853
  • (SSID)ssj0000609412
  • (PQKBManifestationID)11393940
  • (PQKBTitleCode)TC0000609412
  • (PQKBWorkID)10609701
  • (PQKB)11666923
  • (DE-He213)978-3-642-23502-3
  • (MiAaPQ)EBC973331
  • (EXLCZ)992550000000053201

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