000 02708nam a22004455i 4500
001 978-1-4614-1238-0
003 DE-He213
005 20140220083241.0
007 cr nn 008mamaa
008 111130s2012 xxu| s |||| 0|eng d
020 _a9781461412380
_9978-1-4614-1238-0
024 7 _a10.1007/978-1-4614-1238-0
_2doi
050 4 _aQA276-280
072 7 _aJHBC
_2bicssc
072 7 _aSOC027000
_2bisacsh
082 0 4 _a519.5
_223
100 1 _aLi, Yuelin.
_eauthor.
245 1 0 _aBehavioral Research Data Analysis with R
_h[electronic resource] /
_cby Yuelin Li, Jonathan Baron.
250 _a1.
264 1 _aNew York, NY :
_bSpringer New York,
_c2012.
300 _aXII, 245p. 32 illus., 11 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aUse R!
505 0 _aIntroduction -- Reading and Transformting Data Format -- Statistics for Comparing Means and Proportions -- R Graphics and Trellis Plots -- Analysis of Variance -- Linear and Logistic Regression -- Statistical Power and Sample Size Considerations -- Item Response Theory -- Imputation of Missing Data -- Linear Mixed Effects Models in Analyzing Repeated Measures Data -- Linear Mixed Effects Models in Cluster Randomized Studies.
520 _aThis book is written for behavioral scientists who want to consider adding R to their existing set of statistical tools, or want to switch to R as their main computation tool. The authors aim primarily to help practitioners of behavioral research make the transition to R. The focus is to provide practical advice on some of the widely-used statistical methods in behavioral research, using a set of notes and annotated examples. The book will also help beginners learn more about statistics and behavioral research. These are statistical techniques used by psychologists who do research on human subjects, but of course they are also relevant to researchers in others fields that do similar kinds of research. The authors emphasize practical data analytic skills so that readers can quickly incorporated the data in their own research.
650 0 _aStatistics.
650 1 4 _aStatistics.
650 2 4 _aStatistics for Social Science, Behavorial Science, Education, Public Policy, and Law.
700 1 _aBaron, Jonathan.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781461412373
830 0 _aUse R!
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4614-1238-0
912 _aZDB-2-SMA
999 _c101025
_d101025