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Book Categories |
Preface | ||
Ch. 1 | Introduction | 1 |
Ch. 2 | Central Limit Theorem and Stable Laws | 7 |
2.1 | Central limit theorem for broad distributions | 8 |
2.2 | Stable laws for sum of uncorrelated variables | 13 |
2.3 | Limit theorems for more complicated combinations of uncorrelated variables | 30 |
2.4 | Two examples of physical applications | 39 |
Ch. 3 | Stable Laws for Correlated Variables | 45 |
3.1 | Weakly and strongly correlated random variables | 46 |
3.2 | Dyson's hierarchical model | 51 |
3.3 | The renormalization group | 54 |
3.4 | Self-similar probability distributions | 61 |
3.5 | Critical systems | 66 |
Ch. 4 | Diffusion Problems | 75 |
4.1 | Brownian motion | 75 |
4.2 | Random walks | 81 |
4.3 | Random walks with memory | 97 |
4.4 | Random walk as a critical phenomenon | 106 |
4.5 | Random walk as a self-similar process | 109 |
Ch. 5 | Poisson-Transform Distributions | 113 |
5.1 | The class of poisson transforms | 114 |
5.2 | Pascal distribution | 120 |
5.3 | Stacy distribution | 127 |
5.4 | Other examples of integral transforms | 135 |
5.5 | KNO scaling limit | 135 |
Ch. 6 | Featuring the Correlations | 139 |
6.1 | Moments and their generating function | 139 |
6.2 | Some tools specific to the generating functions | 145 |
6.3 | One example: the poisson distribution | 148 |
6.5 | Composite distributions | 153 |
6.6 | More about the pascal distribution | 158 |
Ch. 7 | Exclusive and Inclusive Densities | 163 |
7.1 | Generalities and variables | 163 |
7.2 | Cumulant correlation functions | 166 |
7.3 | Scaled factorial moments | 168 |
7.4 | Scaled factorial correlators and bin-split moments | 176 |
7.5 | Scaled factorial cumulants | 178 |
7.6 | Linked structure of the correlations | 183 |
7.7 | Erraticity concept | 189 |
Ch. 8 | Bose-Einstein Correlations in Nuclear and Particle Physics | 199 |
8.1 | Basic features of bose-einstein quantum statistical correlations | 200 |
8.2 | Parametrization of the HBT data | 202 |
8.3 | Bose-Einstein interference in models | 208 |
8.4 | Idealized picture of independent particle production | 209 |
8.5 | Bose-Einstein correlations in high-energy collisions | 214 |
Ch. 9 | Random Multiplicative Cascades | 221 |
9.1 | Multiplicative cascade models | 222 |
9.2 | Multifractals and intermittency | 227 |
9.3 | Correlations in random cascading | 229 |
9.4 | Non-ideal random cascades: the cut-off effect | 239 |
9.5 | QCD cascade | 245 |
Ch. 10 | Random Cascades with Short-Scale Dissipation | 251 |
10.1 | Basic features of the fragmentation-inactivation binary model | 254 |
10.2 | Various approaches to the fragmentation-inactivation binary model | 257 |
10.3 | Moment analysis of the fragmentation-inactivation binary equations | 261 |
10.4 | Binary cascading with scale-dependent inactivation mechanism | 271 |
10.5 | Perturbative quantum chromodynamics including inactivation mechanism | 277 |
10.6 | Phenomenology of the multiplicity distributions in e[superscript +]e[superscript -] reactions | 281 |
Ch. 11 | Fluctuations of the Order Parameter | 285 |
11.1 | Order parameter fluctuations in self-similar systems | 286 |
11.2 | Example of the non-critical model | 290 |
11.3 | Mean-field critical model: the Landau-Ginzburg model | 293 |
11.4 | Example of the critical model: the potts model | 297 |
11.5 | Reversible aggregation: example of the percolation model | 300 |
11.6 | Irreversible aggregation: example of the smoluchowski kinetic model | 308 |
11.7 | Off-equilibrium fragmentation | 317 |
Ch. 12 | Universal Fluctuations in Nuclear and Particle Physics | 321 |
12.1 | Phenomenology of high energy collisions in the scaled factorial moments analysis | 322 |
12.2 | [Delta]-scaling in [actual symbol not reproducible] collisions? | 330 |
12.3 | Universal fluctuations in excited nuclear matter | 335 |
Ch. 13 | Final Remarks | 345 |
Bibliography | 349 | |
Index | 363 |
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