Performance evaluation by simulation and analysis with applications to computer networks [electronic resource] /cKen Chen
12.8.1. Types of convergence 224 --- 12.8.2. Law of large numbers 226 --- 12.8.3. Central limit theorem 227 --- CHAPTER 13. AN INTRODUCTION TO STATISTICS 229 --- 13.1. Introduction 229 --- 13.2. Description of a sample 230 --- 13.2.1. Graphic representation 230 --- 13.2.2. Mean and variance of a gi...
| Main Author: | |
|---|---|
| Format: | |
| Language: | eng |
| Published: |
Horboken, NJ : John Wiley,
2015
|
| Subjects: |
| Summary: | 12.8.1. Types of convergence 224 --- 12.8.2. Law of large numbers 226 --- 12.8.3. Central limit theorem 227 --- CHAPTER 13. AN INTRODUCTION TO STATISTICS 229 --- 13.1. Introduction 229 --- 13.2. Description of a sample 230 --- 13.2.1. Graphic representation 230 --- 13.2.2. Mean and variance of a given sample 231 --- 13.2.3. Median 231 --- 13.2.4. Extremities and quartiles 232 --- 13.2.5. Mode and symmetry 232 --- 13.2.6. Empirical cumulative distribution function and histogram 233 --- 13.3. Parameters estimation 236 --- 13.3.1. Position of the problem 236 --- 13.3.2. Estimators 236 --- 13.3.3. Sample mean and sample variance 237 --- 13.3.4. Maximum-likelihood estimation 237 --- 13.3.5. Method of moments 239 --- 13.3.6. Confidence interval 240 --- 13.4. Hypothesis testing 241 --- 13.4.1. Introduction 241 --- 13.4.2. Chi-square ( 2) test 241 --- 13.4.3. Kolmogorov Smirnov test 244 --- 13.4.4. Comparison between the 2 test and the K-S test 246 --- CHAPTER 14. MARKOV PROCESS 247 --- 14.1. Stochastic process 247 --- 14.2. Discrete-time Markov chains 248 --- 14.2.1. Definitions 248 --- 14.2.2. Properties 251 --- 14.2.3. Transition diagram 253 --- 14.2.4. Classification of states 254 --- 14.2.5. Stationarity 255 --- 14.2.6. Applications 257 --- 14.3. Continuous-time Markov chain 260 --- 14.3.1. Definitions 260 --- 14.3.2. Properties 262 --- 14.3.3. Structure of a Markov process 263 --- 14.3.4. Generators 266 --- 14.3.5. Stationarity 267 --- 14.3.6. Transition diagram 270 --- 14.3.7. Applications 272 --- BIBLIOGRAPHY 273 INDEX 277. |
|---|