03059nam 2200445 450 991076751360332120231206112915.03-031-42296-110.1007/978-3-031-42296-6(MiAaPQ)EBC30965486(Au-PeEL)EBL30965486(OCoLC)1410592598(DE-He213)978-3-031-42296-6(EXLCZ)992902694330004120231206h20232014 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierFoundations of Applied Statistical Methods /Hang LeeSecond edition.Cham, Switzerland :Springer,[2023]©20141 online resource (191 pages)Print version: Lee, Hang Foundations of Applied Statistical Methods Cham : Springer International Publishing AG,c2023 Includes bibliographical references and index.Warming 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. .This 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.ResearchStatistical methodsResearchStatistical methods.001.422Lee Hang721662MiAaPQMiAaPQMiAaPQBOOK9910767513603321Foundations of applied statistical methods1410200UNINA