统计与随机过程在信号处理中的应用
¥57.00定价
作者: Henry Stark/ John W. Woods,孟桥
出版时间:2008-01-13
出版社:高等教育出版社
- 高等教育出版社
- 9787040225822
- 1
- 131276
- 44210297-6
- 平装
- 异16开
- 2008-01-13
- 870
- 719
- 工学
- 信息与通信工程
- TN911.6
- 电子信息类
- 研究生、本科
目录
Introduction to Probability 1.1 INTRODUCTION:WHY STUDY PROBABILITY? 1.2 THE DIFFERENT KINDS OF PROBABILITY A. Probability as Intuition B. Probability as the Ratio of Favorable to Total Outcomes (Classical Theory) C. Probability as a Measure of Frequency of Occurrence D. Probability Based on an Axiomatic Theory 1.3 MISUSES,MISCALCULATIONS,AND PARADOXES 1N PROBABILITY 1.4 SETS,FIELDS,AND EVENTS Examples of Sample Spaces 1.5 AXIOMATIC DEFINITION OF PROBABILITY 1.6 JOINT, CONDITIONAL,AND TOTAL PROBABILITIES;INDEPENDENCE 1.7 BAYES' THEOREM AND APPLICATIONS 1.8 COMBINATORICS Occupancy Problems Extensions and Applications 1.9 BERNOULLI TRIALS--BINOMIAL AND MULTINOMIAL PROBABILITY LAWS Multinomial Probability Law 1.10 ASYMPTOTIC BEHAVIOR oF THE BINOMIAL LAW: THE POISSON LAW 1.11 NORMAL APPROXIMATION TO THE BINOMIAL LAW 1.12 SUMMARY PROBLEMS REFERENCES2 Random Variables 2.1 INTRODUCTION 2.2 DEFINITION OF A RANDOM VARIABLE 2.3 PROBABILITY DISTRIBUTION FUNCTION 2.4 PROBABILITY DENSITY FUNCTION(pdf) Four Other Common Density Functions More Advanced Density Functions 2.5 CONTINUOUS,DISCRETE,AND MIXED RANDOM VARIABLES Examples of Probability Mass Functions 2.6 CONDITIONAL AND JOINT DISTRIBUTIONS AND DENSITIES 2.7 FAILURE RATES 2.8 FUNCTIONS OF A RANDOM VARIABLE 2.9 SOLVING PROBLEMS OF THE TYPE 2.10 SOLVING PROBLEMS OF THE TYPE 2.11 SOLVING PROBLEMS OF THE TYPE W=h(X,Y) 2.12 SUMMARY PROBLEMS REFERENCES ADDITIONAL READING3. Expectation and Introduction to Estimation 3.1 EXPECTED VALUE OF A RANDOM VARIABLE On the Validity of Equation 3.1 -8 3.2 CONDITIONAL EXPECTATIONS Conditional Expectation as a Random Variable……