{"product_id":"statistics-for-college-students-and-researchers-second-edition","title":"Statistics for college students and researchers: Second Edition","description":"\u003cp\u003eFree textbook and practice problems at https: \/\/statisticstextbook.com. Revised edition March 2024. This book teaches students and researchers the math and application (statistical tests) of Statistics using simple arithmetic and only five simple formulas. All parametric statistical tests, from the most simple to very complex, are covered with examples. Few introductory Statistics textbooks cover this wide range. Few Statistics books cover statistical design. This is necessary in experimental sciences. This book explains with words the logic of applied statistics and provides many step-by-step examples. The author of this book is a retired professor of Medicine with a life-long teaching and research experience.\u003c\/p\u003e\u003cb\u003eTABLE OF CONTENTS\u003c\/b\u003e\u003cbr\u003e(425 pages)\u003cbr\u003e\u003cb\u003ePART 1 THEORY CONCEPTS STATISTICAL TESTS\u003c\/b\u003e\u003cbr\u003eWhat is Statistics\u003cbr\u003eDescriptive Statistics\u003cbr\u003eInferential Statistics\u003cbr\u003eNon-parametric Statistics\u003cbr\u003eParametric Statistics\u003cbr\u003eThe median\u003cbr\u003eThe mode\u003cbr\u003eThe mean\u003cbr\u003eVariance\u003cbr\u003eThe standard normal curve\u003cbr\u003eThe normal-distribution table - how to use\u003cbr\u003eStandard error of the mean\u003cbr\u003eThe t-test\u003cbr\u003eThe t-distribution table\u003cbr\u003ePaired t-test\u003cbr\u003e2 x 2 factorial Analysis of Variance ANOVA\u003cbr\u003e2 x 3 factorial Analysis of Variance ANOVA\u003cbr\u003eANOVA mixed split plot complex design\u003cbr\u003eANOVA repeated measures\u003cbr\u003eList of summary tables of ANOVA designs\u003cbr\u003eFormulas for df in ANOVA \u003cp\u003e\u003c\/p\u003e\u003cb\u003ePART 2 LECTURE AND LAB\u003c\/b\u003e\u003cbr\u003eLecture 1 Numbers Quantities Measurement\u003cbr\u003eLecture 2 Goddess Normal Curve\u003cbr\u003eLecture 3 Variance and standard deviation\u003cbr\u003eLecture 4 The uses of the normal distribution\u003cbr\u003eLecture 5 The t-test\u003cbr\u003eLecture 6 Analysis of variance One-way ANOVA\u003cbr\u003eLecture 7 Analysis of Variance Factorial Designs Two-Way ANOVA\u003cbr\u003eLecture 8 Repeated measures, correlated groups\u003cbr\u003eLecture 9 Complex, mixed, split-plot designs \u003cp\u003e\u003c\/p\u003e\u003cb\u003ePART 3.STATISTICAL DESIGN\u003c\/b\u003e\u003cbr\u003eIdentify the design-case 1\u003cbr\u003eIdentify the design-case 2\u003cbr\u003eIdentify the design-case 3\u003cbr\u003eIdentify the design-case 4\u003cbr\u003eIdentify the design-case 5\u003cbr\u003eIdentify the design-case 6\u003cbr\u003eIdentify the design-case 7\u003cbr\u003eIdentify the design-case 8\u003cbr\u003eIdentify the design-case 9\u003cbr\u003eIdentify the design-case 10\u003cbr\u003eIdentify the design-case 11\u003cbr\u003eIdentify the design-case 12\u003cbr\u003eIdentify the design-case 13 \u003cp\u003e\u003c\/p\u003e\u003cb\u003ePART 4. PRACTICE EXERCISES\u003c\/b\u003e\u003cbr\u003eThe mean: practice exercises and solutions\u003cbr\u003eVariance: practice exercises and solution\u003cbr\u003eThe problem\u003cbr\u003eThe solution\u003cbr\u003eThe sum of squares: practice exercises and solutions\u003cbr\u003eThe problem\u003cbr\u003eThe solution\u003cbr\u003eStandard deviation practice exercises and solutions\u003cbr\u003eThe problem\u003cbr\u003eThe solution\u003cbr\u003eANOVA mixed split plot- practice example\u003cbr\u003eStatistical design practice question 2 \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAPPENDIX\u003c\/b\u003e\u003cbr\u003eFive simple formulas for all parametric statistics\u003cbr\u003eStatistical Tables\u003cbr\u003eThe Normal Distribution Table\u003cbr\u003eThe t-distribution Table\u003cbr\u003eThe F Distribution Table\u003cbr\u003eKey to the design questions of Part 3\u003cbr\u003eFAQ Frequently Asked Questions\u003cbr\u003eThe standard normal curve formula \u003cp\u003e\u003c\/p\u003e\u003cb\u003eComparison of \"Statistics for college students and researchers: Second Edition\" to the top 5 statistics textbooks\u003c\/b\u003e\u003cbr\u003e\"Statistics\" by David Freedman, Robert Pisani, and Roger Purves; \"The Basic Practice of Statistics\" by David S. Moore; \"Introduction to the Practice of Statistics\" by David S. Moore, George P. McCabe, and Bruce A. Craig; \"OpenIntro Statistics\" by David M. Diez, Christopher D. Barr, and Mine Çetinkaya-Rundel; and \"Statistics for Business and Economics\" by James T. McClave, P. George Benson, and Terry T. Sincich. \u003cp\u003e\u003c\/p\u003e\"Statistics for college students and researchers\" by M. Nikoletseas offers a unique, accessible approach, particularly for students and researchers needing a deep understanding without heavy mathematics. While the top five textbooks are established and widely used in college courses, Nikoletseas's book may be preferable for those in experimental sciences or those who find standard texts challenging. 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