Statistics for scientists and engineers /

This book provides the theoretical framework needed to build, analyze and interpret various statistical models. It helps readers choose the correct model, distinguish among various choices that best captures the data, or solve the problem at hand. This is an introductory textbook on probability and...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Shanmugam, Ramalingam
Άλλοι συγγραφείς: Chattamvelli, Rajan
Μορφή: Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Hoboken, New Jersey : John Wiley & Sons, Inc., 2015.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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001 ocn904194563
003 OCoLC
005 20170124072601.4
006 m o d
007 cr |||||||||||
008 150226s2015 nju ob 001 0 eng
010 |a  2015008109 
040 |a DLC  |b eng  |e rda  |c DLC  |d YDX  |d OCLCF  |d YDXCP  |d N$T  |d IDEBK  |d EBLCP  |d DG1  |d TXI  |d KSU  |d DG1  |d RECBK  |d CCO  |d GrThAP 
019 |a 923709904 
020 |a 9781119047063  |q (electronic bk.) 
020 |a 1119047064  |q (electronic bk.) 
020 |z 9781119047186 
020 |z 1119047188 
020 |z 9781118478028 
020 |z 1118478029 
020 |z 9781118228968 (cloth) 
029 1 |a AU@  |b 000055402125 
029 1 |a AU@  |b 000058365784 
035 |a (OCoLC)904194563  |z (OCoLC)923709904 
042 |a pcc 
050 0 0 |a QA276 
072 7 |a MAT  |x 003000  |2 bisacsh 
072 7 |a MAT  |x 029000  |2 bisacsh 
082 0 0 |a 519.5  |2 23 
049 |a MAIN 
100 1 |a Shanmugam, Ramalingam. 
245 1 0 |a Statistics for scientists and engineers /  |c Ramalingam Shanmugam, Rajan Chattamvelli. 
264 1 |a Hoboken, New Jersey :  |b John Wiley & Sons, Inc.,  |c 2015. 
300 |a 1 online resource. 
336 |a text  |2 rdacontent 
337 |a computer  |2 rdamedia 
338 |a online resource  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
588 |a Description based on print version record and CIP data provided by publisher. 
505 0 |a Descriptive statistics -- Measures of location -- Measures of spread -- Skewness and kurtosis -- Probability -- Discrete distributions -- Continuous distributions -- Mathematical expectation -- Generating functions -- Functions of random variables -- Joint distributions. 
505 0 |a ""Cover -- Title Page -- Copyright -- Contents -- Preface -- About The Companion Website -- Chapter 1 Descriptive Statistics -- 1.1 Introduction -- 1.2 Statistics as A Scientific Discipline -- 1.2.1 Scales of Measurement -- 1.3 The NOIR Scale "" 
505 8 |a ""1.3.1 The Nominal Scale -- 1.3.2 The Ordinal Scale -- 1.3.3 The Interval Scale -- 1.3.4 The Ratio Scale -- 1.4 Population Versus Sample -- 1.4.1 Parameter Versus Statistic -- 1.5 Combination Notation -- 1.6 Summation Notation -- 1.6.1 Nested Sums "" 
505 8 |a ""1.6.2 Increment Step Sizes -- 1.7 Product Notation -- 1.7.1 Evaluating Large Powers -- 1.8 Rising and Falling Factorials -- 1.9 Moments and Cumulants -- 1.10 Data Transformations -- 1.10.1 Change of Origin -- 1.10.2 Change of Scale -- 1.10.3 Change of Origin and Scale "" 
505 8 |a ""1.10.4 Min-Max Transformation -- 1.10.5 Nonlinear Transformations -- 1.10.6 Standard Normalization -- 1.11 Data Discretization -- 1.12 Categorization of Data Discretization -- 1.12.1 Equal Interval Binning (EIB) -- 1.12.2 Equal Frequency Binning (EFB) "" 
505 8 |a ""1.12.3 Entropy-Based Discretization (EBD) -- 1.12.4 Error in Discretization -- 1.13 Testing for Normality -- 1.13.1 Graphical Methods for Normality Checking -- 1.13.2 Ogive Plots -- 1.13.3 P-P and Q-Q Plots -- 1.13.4 Stem-and-Leaf Plots "" 
520 |a This book provides the theoretical framework needed to build, analyze and interpret various statistical models. It helps readers choose the correct model, distinguish among various choices that best captures the data, or solve the problem at hand. This is an introductory textbook on probability and statistics. The authors explain theoretical concepts in a step-by-step manner and provide practical examples. The introductory chapter in this book presents the basic concepts. Next, the authors discuss the measures of location, popular measures of spread, and measures of skewness and kurtosis. P. 
650 0 |a Mathematical statistics. 
650 7 |a Mathematical statistics.  |2 fast  |0 (OCoLC)fst01012127 
650 7 |a MATHEMATICS / Applied  |2 bisacsh 
650 7 |a MATHEMATICS / Probability & Statistics / General  |2 bisacsh 
650 4 |a Mathematical statistics. 
650 4 |a Mathematics. 
650 4 |a Statistics. 
655 4 |a Electronic books. 
700 1 |a Chattamvelli, Rajan. 
776 0 8 |i Print version:  |a Shanmugam, Ramalingam.  |t Statistics for scientists and engineers  |d Hoboken, New Jersey : John Wiley & Sons, Inc., 2015  |z 9781118228968  |w (DLC) 2015004898 
856 4 0 |u https://doi.org/10.1002/9781119047063  |z Full Text via HEAL-Link 
994 |a 92  |b DG1