Coverart for item
The Resource Introduction to Statistics : Using Interactive MM*Stat Elements, by Wolfgang Karl Härdle, Sigbert Klinke, Bernd Rönz, (electronic resource)

Introduction to Statistics : Using Interactive MM*Stat Elements, by Wolfgang Karl Härdle, Sigbert Klinke, Bernd Rönz, (electronic resource)

Label
Introduction to Statistics : Using Interactive MM*Stat Elements
Title
Introduction to Statistics
Title remainder
Using Interactive MM*Stat Elements
Statement of responsibility
by Wolfgang Karl Härdle, Sigbert Klinke, Bernd Rönz
Creator
Contributor
Author
Subject
Language
eng
Summary
MM*Stat, together with its enhanced online version with interactive examples, offers a flexible tool that facilitates the teaching of basic statistics. It covers all the topics found in introductory descriptive statistics courses, including simple linear regression and time series analysis, the fundamentals of inferential statistics (probability theory, random sampling and estimation theory), and inferential statistics itself (confidence intervals, testing). MM*Stat is also designed to help students rework class material independently and to promote comprehension with the help of additional examples. Each chapter starts with the necessary theoretical background, which is followed by a variety of examples. The core examples are based on the content of the respective chapter, while the advanced examples, designed to deepen students' knowledge, also draw on information and material from previous chapters. The enhanced online version helps students grasp the complexity and the practical relevance of statistical analysis through interactive examples and is suitable for undergraduate and graduate students taking their first statistics courses, as well as for undergraduate students in non-mathematical fields, e.g. economics, the social sciences etc. All R codes and data sets may be downloaded via the quantlet download center www.quantlet.de
Member of
http://library.link/vocab/creatorName
Härdle, Wolfgang Karl
Image bit depth
0
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Klinke, Sigbert.
  • Rönz, Bernd.
  • SpringerLink (Online service)
http://library.link/vocab/subjectName
  • Statistics
  • Mathematical statistics
Label
Introduction to Statistics : Using Interactive MM*Stat Elements, by Wolfgang Karl Härdle, Sigbert Klinke, Bernd Rönz, (electronic resource)
Link
https://eui.idm.oclc.org/login?url=http://dx.doi.org/10.1007/978-3-319-17704-5
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier.
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
Basics -- One-Dimensional Frequency Distributions.- Probability Theory -- Combinatorics -- Random Variables -- Probability Distributions.- Sampling Theory.- Estimation.- Statistical Tests.- Two-dimensional Frequency Distribution.- Regression.- Time Series Analysis
Control code
978-3-319-17704-5
Dimensions
unknown
Edition
1st ed. 2015.
Extent
XX, 516 p. 205 illus., 173 illus. in color.
File format
multiple file formats
Form of item
electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783319177045
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia.
Media type code
  • c
Other control number
10.1007/978-3-319-17704-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1048138403
Label
Introduction to Statistics : Using Interactive MM*Stat Elements, by Wolfgang Karl Härdle, Sigbert Klinke, Bernd Rönz, (electronic resource)
Link
https://eui.idm.oclc.org/login?url=http://dx.doi.org/10.1007/978-3-319-17704-5
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier.
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
Basics -- One-Dimensional Frequency Distributions.- Probability Theory -- Combinatorics -- Random Variables -- Probability Distributions.- Sampling Theory.- Estimation.- Statistical Tests.- Two-dimensional Frequency Distribution.- Regression.- Time Series Analysis
Control code
978-3-319-17704-5
Dimensions
unknown
Edition
1st ed. 2015.
Extent
XX, 516 p. 205 illus., 173 illus. in color.
File format
multiple file formats
Form of item
electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783319177045
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia.
Media type code
  • c
Other control number
10.1007/978-3-319-17704-5
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1048138403

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