LEADER 03059nam 2200445 450 001 9910767513603321 005 20231206112915.0 010 $a3-031-42296-1 024 7 $a10.1007/978-3-031-42296-6 035 $a(MiAaPQ)EBC30965486 035 $a(Au-PeEL)EBL30965486 035 $a(OCoLC)1410592598 035 $a(DE-He213)978-3-031-42296-6 035 $a(EXLCZ)9929026943300041 100 $a20231206h20232014 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aFoundations of Applied Statistical Methods /$fHang Lee 205 $aSecond edition. 210 1$aCham, Switzerland :$cSpringer,$d[2023] 210 4$dİ2014 215 $a1 online resource (191 pages) 311 08$aPrint version: Lee, Hang Foundations of Applied Statistical Methods Cham : Springer International Publishing AG,c2023 320 $aIncludes bibliographical references and index. 327 $aWarming Up-Descriptive Statistics and Essential Probability Models -- Statistical Inference Focusing on a Single Mean or Proportion -- Inference Using t-tests for Comparing Two Means -- Inference Using Analysis of Variance for Comparing Multiple Means -- Inference Using Correlation and Regression -- Normal Distribution Assumption Free Non-Parametric Inference -- Methods for Censored Survival Time Data Analysis and Inference -- Sample Size Determination for Inference -- Review Exercise Problems -- Probability of Standard Normal Distribution -- Percentiles of t-Distributions -- Upper 95th and 99th Percentiles of Chi-square Distributions -- Upper 95th Percentiles of F-Distributions -- Upper 99th Percentiles of F-Distributions -- Sample Sizes for Independent Samples t-tests (normal approximation) -- Index. . 330 $aThis book covers methods of applied statistics for researchers who design and conduct experiments, perform statistical inference, and write technical reports. These research activities rely on an adequate knowledge of applied statistics. The reader both builds on basic statistics skills and learns to apply it to applicable scenarios without over-emphasis on the technical aspects. Demonstrations are a very important part of this text. Mathematical expressions are exhibited only if they are defined or intuitively comprehensible. This text may be used as a guidebook for applied researchers or as an introductory statistical methods textbook for students, not majoring in statistics. Discussion includes essential probability models, inference of means, proportions, correlations and regressions, methods for censored survival time data analysis, and sample size determination. 606 $aResearch$xStatistical methods 615 0$aResearch$xStatistical methods. 676 $a001.422 700 $aLee$b Hang$0721662 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910767513603321 996 $aFoundations of applied statistical methods$91410200 997 $aUNINA