Notes on Probability

Notes on Probability Peter J. Cameron ii Preface Here are the course lecture Notes for the course MAS108, Probability I, at Queen Mary, University of London, taken by most Mathematics students and some others in the first semester. The description of the course is as follows: This course introduces the basic notions of Probability theory and de- velops them to the stage where one can begin to use probabilistic ideas in statistical inference and modelling, and the study of stochastic processes. Probability axioms. Conditional Probability and indepen- dence. Discrete random variables and their distributions. Continuous distributions. Joint distributions. Independence. Expectations. Mean, variance, covariance, correlation. Limiting distributions. The syllabus is as follows: 1. Basic notions of Probability . Sample spaces, events, relative frequency, Probability axioms. 2. Finite sample spaces. Methods of enumeration. Combinatorial Probability . 3.

This course introduces the basic notions of probability theory and de- ... hypergeometric, binomial, geometric, Poisson, uni-form, normal, exponential. Probabilitymassfunction, densityfunction, dis-tribution function. Probabilities of events in terms of random variables. 6. Transformations of a single random variable. Mean, variance, median ...

Tags:

  Basics, Terms, Probability, Geometric

Information

Related search queries