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010 _a 2020028118
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020 _a9781119615866
020 _a9781119615903
_q(electronic bk.)
020 _a1119615909
_q(electronic bk.)
020 _a9781119615880
_q(electronic bk.)
020 _a1119615887
_q(electronic bk.)
020 _a9781119615941
_q(electronic bk.)
020 _a1119615941
_q(electronic bk.)
020 _z9781119615866
_q(hardcover)
020 _a1119615860
_q(hardcover)
020 _a9781119615866
_q(hardcover)
035 _a(OCoLC)1161998348
_z(OCoLC)1224514416
_z(OCoLC)1225551702
_z(OCoLC)1240206495
035 9 _a(OCLCCM-CC)1161998348
037 _a9781119615903
_bWiley
040 _aDLC
_beng
_erda
_epn
_cDLC
_dOCLCO
_dOCLCF
_dUKAHL
_dUKMGB
_dGZM
_dYDX
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_dOCLCO
_dOCLCQ
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041 _aeng
042 _apcc
049 _aMAIN
050 0 4 _aQA278.2
_b.P363 2021
082 0 0 _223
_a519.5/36
100 1 _aPardoe, Iain,
_d1970-
_eauthor.
_0http://id.loc.gov/authorities/names/n2006017759
245 1 0 _aApplied regression modeling /
_cIain Pardoe, Thompson Rivers University, The Pennsylvania State University.
250 _aThird edition.
264 1 _aHoboken, NJ :
_bJohn Wiley & Sons, Inc.,
_c2021.
264 4 _c©2021
300 _a1 online resource (xxi, 310 pages) :
_billustrations
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
504 _aIncludes bibliographical references and index.
505 0 _aFoundations -- Simple linear regression -- Multiple linear regression -- Regression model building I -- Regression model building II -- Notation and formulas -- Bibliography -- Glossary -- Index.
520 _a"This book provides a concise treatment of statistical regression modelling together with three detailed case studies for undergraduate students and professional master students with limited background in calculus. All sections have been retained from the second edition, with the author clarifying sections and reworking the more challenging topics. The author has added more end-of-chapter exercises and has added coverage of several new topics. All methods are clearly illustrated using datasets that are available in a variety of formats on the book's supplemental website. Detailed instructions for applying the methods are provided for many software packages, including SPSS, Minitab, DataDesk, SAS, JMP, R, Eviews, Stata, Statistica, and Excel.The book introduces modeling extensions that illustrate more advanced regression techniques, including logistic regression, Poisson regression, discrete choice models, multilevel models, Bayesian modeling, and time series and forecasting.The writing is clear and careful, avoiding overly technical language. There is extensive cross-referencing, an exhaustive index, an appendix with all notation and formulas collected together, a mathematics refresher, a list of references, and a glossary of terms. Illustrations, graphs, and computer software output appears throughout. Detailed exercises collected together at the end of each chapter are carefully chosen to illustrate concepts and aid understanding. Brief solutions for half of the exercises are provided in an appendix while complete solutions to all the exercises are available in an Instructor's Manual. Supplemental exercises are available on the book's website. In addition, Instructor and student resources are available on the book's website, including datasets, software information, presentation slides, supplemental exercises, and videos covering particular topics and software demonstrations"--
_cProvided by publisher.
588 _aDescription based on online resource; title from digital title page (viewed on March 01, 2021).
650 0 _aRegression analysis.
_0http://id.loc.gov/authorities/subjects/sh85112392
650 0 _aStatistics.
_0http://id.loc.gov/authorities/subjects/sh85127580
655 4 _aElectronic books.
776 0 8 _iPrint version:
_aPardoe, Iain, 1970-
_tApplied regression modeling
_bThird edition.
_dHoboken, New Jersey : Wiley, [2020]
_z9781119615866
_w(DLC) 2020028117
830 0 _aOnline Access with DDA: GOBI Pick and Choose.
856 4 0 _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781119615941
_yFull text is available at Wiley Online Library. Click here to view.
942 _2ddc
_cER