9783319024028
IR
EN-50023
انگلیسی
IR
Foundations of Applied Statistical Method
[Book]
/ electronic resource
Cham
: Springer International Publishing :Imprint: Springer,
, 2014.
X, 161 s. 107 illus., 2 illus. in color. , online resource..
9783319024011.
Print
Summary: This is a text in 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 them 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 textamay be used as a self review 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. The authorahas over twenty years of experienceaapplying statistical methods toastudy design and data analysisain collaborative medical research setting as well as on teaching.aHe received hisaPhDafrom the Department of Preventive Medicine at the University of Southern California andapost-doctoral training at Harvard Department of Biostatistics. Hang Leeahas held faculty appointments at the UCLAaSchool of Medicine and Harvard Medical School. He is currently a biostatistics facultyamember at Massachusetts General Hospital and Harvard Medical Schoolain Boston, Massachusetts, USA.a.
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 99thaPercentiles 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).-aIndex.aaa.
Statistics
Mathematical statistics
Statistics
Statistics for Life Sciences, Medicine, Health Sciences
Statistical Theory and Methods
Statistics, general
E-BOOK
Lee, Hang.
SpringerLink (Online service)
ایران
9783319024011.pdf
عادی
عادی
9783319024011.pdf
متن
old catalog
p
BL
1
a
Y
