Data analysis with IBM SPSS Statistics: implementing data modeling, descriptive statistics and ANOVA
Master data management & analysis techniques with IBM SPSS Statistics 24 About This Book Leverage the power of IBM SPSS Statistics to perform efficient statistical analysis of your data Choose the right statistical technique to analyze different types of data and build efficient models from your...
Gespeichert in:
| Beteiligte Personen: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Birmingham, UK
Packt Publishing
2017
|
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781787283817/?ar |
| Zusammenfassung: | Master data management & analysis techniques with IBM SPSS Statistics 24 About This Book Leverage the power of IBM SPSS Statistics to perform efficient statistical analysis of your data Choose the right statistical technique to analyze different types of data and build efficient models from your data with ease Overcome any hurdle that you might come across while learning the different SPSS Statistics concepts with clear instructions, tips and tricks Who This Book Is For This book is designed for analysts and researchers who need to work with data to discover meaningful patterns but do not have the time (or inclination) to become programmers. We assume a foundational understanding of statistics such as one would learn in a basic course or two on statistical techniques and methods. What You Will Learn Install and set up SPSS to create a working environment for analytics Techniques for exploring data visually and statistically, assessing data quality and addressing issues related to missing data How to import different kinds of data and work with it Organize data for analytical purposes (create new data elements, sampling, weighting, subsetting, and restructure your data) Discover basic relationships among data elements (bivariate data patterns, differences in means, correlations) Explore multivariate relationships Leverage the offerings to draw accurate insights from your research, and benefit your decision-making In Detail SPSS Statistics is a software package used for logical batched and non-batched statistical analysis. Analytical tools such as SPSS can readily provide even a novice user with an overwhelming amount of information and a broad range of options for analyzing patterns in the data. The journey starts with installing and configuring SPSS Statistics for first use and exploring the data to understand its potential (as well as its limitations). Use the right statistical analysis technique such as regression, classification and more, and analyze your data in the best possible manner. Work with graphs and charts to visualize your findings. With this information in hand, the discovery of patterns within the data can be undertaken. Finally, the high level objective of developing predictive models that can be applied to other situations will be addressed. By the end of this book, you will have a firm understanding of the various statistical analysis techniques offered by SPSS Statistics, and be able to master its use for data analysis with ... |
| Beschreibung: | Online resource; title from PDF title page (EBSCO, viewed February 16, 2018) |
| Umfang: | 1 Online-Ressource (1 volume) illustrations |
| ISBN: | 9781787280700 1787280705 178728381X 9781787283817 |
Internformat
MARC
| LEADER | 00000cam a22000002 4500 | ||
|---|---|---|---|
| 001 | ZDB-30-ORH-04770697X | ||
| 003 | DE-627-1 | ||
| 005 | 20230425180337.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 191023s2017 xx |||||o 00| ||eng c | ||
| 020 | |a 9781787280700 |c electronic bk. |9 978-1-78728-070-0 | ||
| 020 | |a 1787280705 |c electronic bk. |9 1-78728-070-5 | ||
| 020 | |a 178728381X |9 1-78728-381-X | ||
| 020 | |a 9781787283817 |9 978-1-78728-381-7 | ||
| 020 | |a 9781787283817 |9 978-1-78728-381-7 | ||
| 035 | |a (DE-627-1)04770697X | ||
| 035 | |a (DE-599)KEP04770697X | ||
| 035 | |a (ORHE)9781787283817 | ||
| 035 | |a (DE-627-1)04770697X | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 072 | 7 | |a COM |2 bisacsh | |
| 082 | 0 | |a 005.55 |2 23 | |
| 100 | 1 | |a Stehlik-Barry, Kenneth |e VerfasserIn |4 aut | |
| 245 | 1 | 0 | |a Data analysis with IBM SPSS Statistics |b implementing data modeling, descriptive statistics and ANOVA |c Kenneth Stehlik-Barry, Anthony J. Babinec |
| 264 | 1 | |a Birmingham, UK |b Packt Publishing |c 2017 | |
| 300 | |a 1 Online-Ressource (1 volume) |b illustrations | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Online resource; title from PDF title page (EBSCO, viewed February 16, 2018) | ||
| 520 | |a Master data management & analysis techniques with IBM SPSS Statistics 24 About This Book Leverage the power of IBM SPSS Statistics to perform efficient statistical analysis of your data Choose the right statistical technique to analyze different types of data and build efficient models from your data with ease Overcome any hurdle that you might come across while learning the different SPSS Statistics concepts with clear instructions, tips and tricks Who This Book Is For This book is designed for analysts and researchers who need to work with data to discover meaningful patterns but do not have the time (or inclination) to become programmers. We assume a foundational understanding of statistics such as one would learn in a basic course or two on statistical techniques and methods. What You Will Learn Install and set up SPSS to create a working environment for analytics Techniques for exploring data visually and statistically, assessing data quality and addressing issues related to missing data How to import different kinds of data and work with it Organize data for analytical purposes (create new data elements, sampling, weighting, subsetting, and restructure your data) Discover basic relationships among data elements (bivariate data patterns, differences in means, correlations) Explore multivariate relationships Leverage the offerings to draw accurate insights from your research, and benefit your decision-making In Detail SPSS Statistics is a software package used for logical batched and non-batched statistical analysis. Analytical tools such as SPSS can readily provide even a novice user with an overwhelming amount of information and a broad range of options for analyzing patterns in the data. The journey starts with installing and configuring SPSS Statistics for first use and exploring the data to understand its potential (as well as its limitations). Use the right statistical analysis technique such as regression, classification and more, and analyze your data in the best possible manner. Work with graphs and charts to visualize your findings. With this information in hand, the discovery of patterns within the data can be undertaken. Finally, the high level objective of developing predictive models that can be applied to other situations will be addressed. By the end of this book, you will have a firm understanding of the various statistical analysis techniques offered by SPSS Statistics, and be able to master its use for data analysis with ... | ||
| 630 | 2 | 0 | |a SPSS (Computer file) |
| 650 | 0 | |a Statistics |x Computer programs | |
| 650 | 4 | |a SPSS (Computer file) | |
| 650 | 4 | |a Statistique ; Logiciels | |
| 650 | 4 | |a COMPUTERS ; Mathematical & Statistical Software | |
| 650 | 4 | |a Statistics ; Computer programs | |
| 700 | 1 | |a Babinec, Anthony J. |e VerfasserIn |4 aut | |
| 776 | 1 | |z 9781787283817 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 9781787283817 |
| 966 | 4 | 0 | |l DE-91 |p ZDB-30-ORH |q TUM_PDA_ORH |u https://learning.oreilly.com/library/view/-/9781787283817/?ar |m X:ORHE |x Aggregator |z lizenzpflichtig |3 Volltext |
| 912 | |a ZDB-30-ORH | ||
| 951 | |a BO | ||
| 912 | |a ZDB-30-ORH | ||
| 049 | |a DE-91 | ||
Datensatz im Suchindex
| DE-BY-TUM_katkey | ZDB-30-ORH-04770697X |
|---|---|
| _version_ | 1821494949435146240 |
| adam_text | |
| any_adam_object | |
| author | Stehlik-Barry, Kenneth Babinec, Anthony J. |
| author_facet | Stehlik-Barry, Kenneth Babinec, Anthony J. |
| author_role | aut aut |
| author_sort | Stehlik-Barry, Kenneth |
| author_variant | k s b ksb a j b aj ajb |
| building | Verbundindex |
| bvnumber | localTUM |
| collection | ZDB-30-ORH |
| ctrlnum | (DE-627-1)04770697X (DE-599)KEP04770697X (ORHE)9781787283817 |
| dewey-full | 005.55 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.55 |
| dewey-search | 005.55 |
| dewey-sort | 15.55 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>04349cam a22004932 4500</leader><controlfield tag="001">ZDB-30-ORH-04770697X</controlfield><controlfield tag="003">DE-627-1</controlfield><controlfield tag="005">20230425180337.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">191023s2017 xx |||||o 00| ||eng c</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781787280700</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-1-78728-070-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1787280705</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">1-78728-070-5</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">178728381X</subfield><subfield code="9">1-78728-381-X</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781787283817</subfield><subfield code="9">978-1-78728-381-7</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781787283817</subfield><subfield code="9">978-1-78728-381-7</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)04770697X</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KEP04770697X</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ORHE)9781787283817</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627-1)04770697X</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">COM</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">005.55</subfield><subfield code="2">23</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Stehlik-Barry, Kenneth</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Data analysis with IBM SPSS Statistics</subfield><subfield code="b">implementing data modeling, descriptive statistics and ANOVA</subfield><subfield code="c">Kenneth Stehlik-Barry, Anthony J. Babinec</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Birmingham, UK</subfield><subfield code="b">Packt Publishing</subfield><subfield code="c">2017</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (1 volume)</subfield><subfield code="b">illustrations</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Online resource; title from PDF title page (EBSCO, viewed February 16, 2018)</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Master data management & analysis techniques with IBM SPSS Statistics 24 About This Book Leverage the power of IBM SPSS Statistics to perform efficient statistical analysis of your data Choose the right statistical technique to analyze different types of data and build efficient models from your data with ease Overcome any hurdle that you might come across while learning the different SPSS Statistics concepts with clear instructions, tips and tricks Who This Book Is For This book is designed for analysts and researchers who need to work with data to discover meaningful patterns but do not have the time (or inclination) to become programmers. We assume a foundational understanding of statistics such as one would learn in a basic course or two on statistical techniques and methods. What You Will Learn Install and set up SPSS to create a working environment for analytics Techniques for exploring data visually and statistically, assessing data quality and addressing issues related to missing data How to import different kinds of data and work with it Organize data for analytical purposes (create new data elements, sampling, weighting, subsetting, and restructure your data) Discover basic relationships among data elements (bivariate data patterns, differences in means, correlations) Explore multivariate relationships Leverage the offerings to draw accurate insights from your research, and benefit your decision-making In Detail SPSS Statistics is a software package used for logical batched and non-batched statistical analysis. Analytical tools such as SPSS can readily provide even a novice user with an overwhelming amount of information and a broad range of options for analyzing patterns in the data. The journey starts with installing and configuring SPSS Statistics for first use and exploring the data to understand its potential (as well as its limitations). Use the right statistical analysis technique such as regression, classification and more, and analyze your data in the best possible manner. Work with graphs and charts to visualize your findings. With this information in hand, the discovery of patterns within the data can be undertaken. Finally, the high level objective of developing predictive models that can be applied to other situations will be addressed. By the end of this book, you will have a firm understanding of the various statistical analysis techniques offered by SPSS Statistics, and be able to master its use for data analysis with ...</subfield></datafield><datafield tag="630" ind1="2" ind2="0"><subfield code="a">SPSS (Computer file)</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Statistics</subfield><subfield code="x">Computer programs</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">SPSS (Computer file)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Statistique ; Logiciels</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">COMPUTERS ; Mathematical & Statistical Software</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Statistics ; Computer programs</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Babinec, Anthony J.</subfield><subfield code="e">VerfasserIn</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="1" ind2=" "><subfield code="z">9781787283817</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">9781787283817</subfield></datafield><datafield tag="966" ind1="4" ind2="0"><subfield code="l">DE-91</subfield><subfield code="p">ZDB-30-ORH</subfield><subfield code="q">TUM_PDA_ORH</subfield><subfield code="u">https://learning.oreilly.com/library/view/-/9781787283817/?ar</subfield><subfield code="m">X:ORHE</subfield><subfield code="x">Aggregator</subfield><subfield code="z">lizenzpflichtig</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">BO</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-ORH</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield></datafield></record></collection> |
| id | ZDB-30-ORH-04770697X |
| illustrated | Illustrated |
| indexdate | 2025-01-17T11:22:30Z |
| institution | BVB |
| isbn | 9781787280700 1787280705 178728381X 9781787283817 |
| language | English |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM |
| owner_facet | DE-91 DE-BY-TUM |
| physical | 1 Online-Ressource (1 volume) illustrations |
| psigel | ZDB-30-ORH TUM_PDA_ORH ZDB-30-ORH |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Packt Publishing |
| record_format | marc |
| spelling | Stehlik-Barry, Kenneth VerfasserIn aut Data analysis with IBM SPSS Statistics implementing data modeling, descriptive statistics and ANOVA Kenneth Stehlik-Barry, Anthony J. Babinec Birmingham, UK Packt Publishing 2017 1 Online-Ressource (1 volume) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; title from PDF title page (EBSCO, viewed February 16, 2018) Master data management & analysis techniques with IBM SPSS Statistics 24 About This Book Leverage the power of IBM SPSS Statistics to perform efficient statistical analysis of your data Choose the right statistical technique to analyze different types of data and build efficient models from your data with ease Overcome any hurdle that you might come across while learning the different SPSS Statistics concepts with clear instructions, tips and tricks Who This Book Is For This book is designed for analysts and researchers who need to work with data to discover meaningful patterns but do not have the time (or inclination) to become programmers. We assume a foundational understanding of statistics such as one would learn in a basic course or two on statistical techniques and methods. What You Will Learn Install and set up SPSS to create a working environment for analytics Techniques for exploring data visually and statistically, assessing data quality and addressing issues related to missing data How to import different kinds of data and work with it Organize data for analytical purposes (create new data elements, sampling, weighting, subsetting, and restructure your data) Discover basic relationships among data elements (bivariate data patterns, differences in means, correlations) Explore multivariate relationships Leverage the offerings to draw accurate insights from your research, and benefit your decision-making In Detail SPSS Statistics is a software package used for logical batched and non-batched statistical analysis. Analytical tools such as SPSS can readily provide even a novice user with an overwhelming amount of information and a broad range of options for analyzing patterns in the data. The journey starts with installing and configuring SPSS Statistics for first use and exploring the data to understand its potential (as well as its limitations). Use the right statistical analysis technique such as regression, classification and more, and analyze your data in the best possible manner. Work with graphs and charts to visualize your findings. With this information in hand, the discovery of patterns within the data can be undertaken. Finally, the high level objective of developing predictive models that can be applied to other situations will be addressed. By the end of this book, you will have a firm understanding of the various statistical analysis techniques offered by SPSS Statistics, and be able to master its use for data analysis with ... SPSS (Computer file) Statistics Computer programs Statistique ; Logiciels COMPUTERS ; Mathematical & Statistical Software Statistics ; Computer programs Babinec, Anthony J. VerfasserIn aut 9781787283817 Erscheint auch als Druck-Ausgabe 9781787283817 |
| spellingShingle | Stehlik-Barry, Kenneth Babinec, Anthony J. Data analysis with IBM SPSS Statistics implementing data modeling, descriptive statistics and ANOVA SPSS (Computer file) Statistics Computer programs Statistique ; Logiciels COMPUTERS ; Mathematical & Statistical Software Statistics ; Computer programs |
| title | Data analysis with IBM SPSS Statistics implementing data modeling, descriptive statistics and ANOVA |
| title_auth | Data analysis with IBM SPSS Statistics implementing data modeling, descriptive statistics and ANOVA |
| title_exact_search | Data analysis with IBM SPSS Statistics implementing data modeling, descriptive statistics and ANOVA |
| title_full | Data analysis with IBM SPSS Statistics implementing data modeling, descriptive statistics and ANOVA Kenneth Stehlik-Barry, Anthony J. Babinec |
| title_fullStr | Data analysis with IBM SPSS Statistics implementing data modeling, descriptive statistics and ANOVA Kenneth Stehlik-Barry, Anthony J. Babinec |
| title_full_unstemmed | Data analysis with IBM SPSS Statistics implementing data modeling, descriptive statistics and ANOVA Kenneth Stehlik-Barry, Anthony J. Babinec |
| title_short | Data analysis with IBM SPSS Statistics |
| title_sort | data analysis with ibm spss statistics implementing data modeling descriptive statistics and anova |
| title_sub | implementing data modeling, descriptive statistics and ANOVA |
| topic | SPSS (Computer file) Statistics Computer programs Statistique ; Logiciels COMPUTERS ; Mathematical & Statistical Software Statistics ; Computer programs |
| topic_facet | SPSS (Computer file) Statistics Computer programs Statistique ; Logiciels COMPUTERS ; Mathematical & Statistical Software Statistics ; Computer programs |
| work_keys_str_mv | AT stehlikbarrykenneth dataanalysiswithibmspssstatisticsimplementingdatamodelingdescriptivestatisticsandanova AT babinecanthonyj dataanalysiswithibmspssstatisticsimplementingdatamodelingdescriptivestatisticsandanova |