By Brian S. Everitt
Entrance conceal; commitment; desk of content material; Preface; 1. a few fundamentals and Describing info; 2. chance; three. Estimation; four. Inference; five. research of Variance types; 6. Linear Regression versions; 7. Logistic Regression and the Generalized Linear version; eight. Survival research; nine. Longitudinal information and Their research; 10. Multivariate information and Their Analysis.
""I imagine that Everitt has been fairly winning. all of the average issues, comparable to chance, estimation, speculation trying out, research of variance, and regression, are mentioned. The dialogue is brief, to the purpose, readable, and trustworthy. moreover, there are the extra 'advanced' themes of logistic regression, survival research, longitudinal info research, and multivariate research, hence supplying the reader with a quick creation to a wide range of the tools within the statistical arsenal with out getting slowed down intimately. ... a quick, yet stable, creation to stats. ... excellen. Read more...
summary: entrance conceal; commitment; desk of content material; Preface; 1. a few fundamentals and Describing info; 2. likelihood; three. Estimation; four. Inference; five. research of Variance versions; 6. Linear Regression versions; 7. Logistic Regression and the Generalized Linear version; eight. Survival research; nine. Longitudinal info and Their research; 10. Multivariate information and Their Analysis.
""I imagine that Everitt has been relatively profitable. the entire general issues, reminiscent of chance, estimation, speculation checking out, research of variance, and regression, are mentioned. The dialogue is brief, to the purpose, readable, and trustworthy. furthermore, there are the extra 'advanced' subject matters of logistic regression, survival research, longitudinal information research, and multivariate research, hence offering the reader with a quick advent to a big selection of the tools within the statistical arsenal with no getting slowed down intimately. ... a quick, yet solid, advent to statistical data. ... excellen
Read or Download A Whistle-Stop Tour of Statistics PDF
Similar probability & statistics books
Acta Numerica surveys each year crucial advancements in numerical research. the themes and authors, selected via a extraordinary overseas panel, offer a survey of articles awesome of their caliber and breadth. This quantity comprises articles on multivariate integration; numerical research of semiconductor units; quick transforms in utilized arithmetic; complexity matters in numerical research.
This quantity is a set of workouts with their suggestions in layout and research of Experiments. at the present there isn't a unmarried booklet which collects such routines. Theseexercises were amassed by way of the authors over the past 4 decadesduring their pupil and educating years. they need to end up helpful to graduate scholars and learn staff in information.
How do we expect the longer term with no asking an astrologer? whilst a phenomenon isn't really evolving, experiments may be repeated and observations as a result gathered; this can be what we've performed in quantity I. in spite of the fact that heritage doesn't repeat itself. Prediction of the long run can purely be in response to the evolution saw long ago.
For an introductory, one or semester, or sophomore-junior point direction in chance and facts or utilized facts for engineering, actual technological know-how, and arithmetic scholars. An Applications-Focused advent to chance and information Miller & Freund's likelihood and information for Engineers is wealthy in routines and examples, and explores either simple chance and simple records, with an emphasis on engineering and technological know-how purposes.
- Smooth Tests of Goodness of Fit
- Selected Papers of Hirotugu Akaike
- Dihedral Fourier Analysis: Data-analytic Aspects and Applications
- Advanced Analysis: on the Real Line
- Global Optimization Using Interval Analysis (Pure and Applied Mathematics)
Extra info for A Whistle-Stop Tour of Statistics
10 When rolling two dice what is the probability that the number on the die rolled second is larger than the number on the die rolled first? Solution FIrst dIE scorE 1 2 3 4 5 6 sEcoNd dIE hIghEr IF rEsult Is ProBaBIlIty that sEcoNd dIE hIghEr 2 or 3 or 4 or 5 or 6 3 or 4 or 5 or 6 4 or 5 or 6 5 or 6 6 Cannot have a higher score 1/6 + 1/6 + 1/6 + 1/6 + 1/6 1/6 + 1/6 + 1/6 + 1/6 1/6 + 1/6 + 1/6 1/6 + 1/6 1/6 0 Pr(first die shows a 1 and second die is higher) = 1/6 × 5/6 = 5/26. Now find corresponding probabilities for different first die scores and then add to give the result as 15/36.
Probability: A measure of that event’s uncertainty. By convention probabilities are measured on a scale from zero to one, with zero corresponding to an event that is impossible and one to an event that is certain. Classical definition of probability: If there are n equally likely possibilities of which s result in the event of interest (often referred to as a success) then the probability of the event, p, is given by p = s/n with the probability that the event does not happen (often denoted a failure) being 1 − p.
Solution The required moment-generating function is ∞ M X (t ) = ∫e xt −∞ σ 2t 2 N(µ, σ )dx = exp µt + 2 The moment-generating function uniquely determines a probability distribution or pdf so that if random variables X and Y have, respectively, moment-generating functions, M X(t) and MY (t), then the two variables have the same probability distribution if and only if M X(t) = MY (t). And if X1,X2,…, Xn are independent random variables then, for example, M Xi − X j (t ) = M Xi (t ) M X j (−t ) and M n X (t ) = M X1 (t ) M X2 (t )… M Xn (t ).
A Whistle-Stop Tour of Statistics by Brian S. Everitt