Lectures on Probability Theory and Statistics
Bolthausen, Erwin.
Lectures on Probability Theory and Statistics Ecole d’Eté de Probabilités de Saint-Flour XXIX - 1999 / [electronic resource] : by Erwin Bolthausen, Aad van der Vaart, Edwin Perkins ; edited by Pierre Bernard. - X, 474 p. online resource. - Lecture Notes in Mathematics, 1781 0075-8434 ; . - Lecture Notes in Mathematics, 1781 .
Erwin Bolthausen: Large Deviations and Interacting Random Walks -- On the construction of the three-dimensional polymer measure -- Self-attracting random walks -- One-dimensional pinning-depinning transitions -- Edwin Perkins:Dawson—Watanabe Superprocesses and Measure-valued Diffusions -- Branching Particle Systems and Dawson-Watanabe Superprocesses -- Sample Path Properties of Superprocesses -- Interactive Drifts -- Spatial Interactions -- Aad van der Vaart: Semiparametric Statistics -- Lecture: Introduction, Tangent Sets -- Lecture: Lower Bounds -- Lecture: Calculus of Scores -- Lecture: Gaussian Approximations -- Lecture: Empirical Processes and Consistency of Z-Estimators -- Lecture: Empirical Processes and Normality of Z-Estimators -- Lecture: Efficient Score and One-step Estimators -- Lecture: Rates of Convergence -- Lecture: Maximum and Profile Likelihood -- Lecture: Infinite-dimensional Z-Estimators.
This volume contains lectures given at the Saint-Flour Summer School of Probability Theory during the period 8th-24th July, 1999. We thank the authors for all the hard work they accomplished. Their lectures are a work of reference in their domain. The School brought together 85 participants, 31 of whom gave a lecture concerning their research work. At the end of this volume you will find the list of participants and their papers. Finally, to facilitate research concerning previous schools we give here the number of the volume of "Lecture Notes" where they can be found: Lecture Notes in Mathematics 1975: n ° 539- 1971: n ° 307- 1973: n ° 390- 1974: n ° 480- 1979: n ° 876- 1976: n ° 598- 1977: n ° 678- 1978: n ° 774- 1980: n ° 929- 1981: n ° 976- 1982: n ° 1097- 1983: n ° 1117- 1988: n ° 1427- 1984: n ° 1180- 1985-1986 et 1987: n ° 1362- 1989: n ° 1464- 1990: n ° 1527- 1991: n ° 1541- 1992: n ° 1581- 1993: n ° 1608- 1994: n ° 1648- 1995: n ° 1690- 1996: n ° 1665- 1997: n ° 1717- 1998: n ° 1738- Lecture Notes in Statistics 1971: n ° 307- Table of Contents Part I Erwin Bolthausen: Large Deviations and Interacting Random Walks 1 On the construction of the three-dimensional polymer measure. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 2 Self-attracting random walks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 3 One-dimensional pinning-depinning transitions. . . . . . . . . . . 105 References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
9783540479444
10.1007/b93152 doi
Distribution (Probability theory.
Mathematical statistics.
Probability Theory and Stochastic Processes.
Statistical Theory and Methods.
Theoretical, Mathematical and Computational Physics.
QA273.A1-274.9 QA274-274.9
519.2
Lectures on Probability Theory and Statistics Ecole d’Eté de Probabilités de Saint-Flour XXIX - 1999 / [electronic resource] : by Erwin Bolthausen, Aad van der Vaart, Edwin Perkins ; edited by Pierre Bernard. - X, 474 p. online resource. - Lecture Notes in Mathematics, 1781 0075-8434 ; . - Lecture Notes in Mathematics, 1781 .
Erwin Bolthausen: Large Deviations and Interacting Random Walks -- On the construction of the three-dimensional polymer measure -- Self-attracting random walks -- One-dimensional pinning-depinning transitions -- Edwin Perkins:Dawson—Watanabe Superprocesses and Measure-valued Diffusions -- Branching Particle Systems and Dawson-Watanabe Superprocesses -- Sample Path Properties of Superprocesses -- Interactive Drifts -- Spatial Interactions -- Aad van der Vaart: Semiparametric Statistics -- Lecture: Introduction, Tangent Sets -- Lecture: Lower Bounds -- Lecture: Calculus of Scores -- Lecture: Gaussian Approximations -- Lecture: Empirical Processes and Consistency of Z-Estimators -- Lecture: Empirical Processes and Normality of Z-Estimators -- Lecture: Efficient Score and One-step Estimators -- Lecture: Rates of Convergence -- Lecture: Maximum and Profile Likelihood -- Lecture: Infinite-dimensional Z-Estimators.
This volume contains lectures given at the Saint-Flour Summer School of Probability Theory during the period 8th-24th July, 1999. We thank the authors for all the hard work they accomplished. Their lectures are a work of reference in their domain. The School brought together 85 participants, 31 of whom gave a lecture concerning their research work. At the end of this volume you will find the list of participants and their papers. Finally, to facilitate research concerning previous schools we give here the number of the volume of "Lecture Notes" where they can be found: Lecture Notes in Mathematics 1975: n ° 539- 1971: n ° 307- 1973: n ° 390- 1974: n ° 480- 1979: n ° 876- 1976: n ° 598- 1977: n ° 678- 1978: n ° 774- 1980: n ° 929- 1981: n ° 976- 1982: n ° 1097- 1983: n ° 1117- 1988: n ° 1427- 1984: n ° 1180- 1985-1986 et 1987: n ° 1362- 1989: n ° 1464- 1990: n ° 1527- 1991: n ° 1541- 1992: n ° 1581- 1993: n ° 1608- 1994: n ° 1648- 1995: n ° 1690- 1996: n ° 1665- 1997: n ° 1717- 1998: n ° 1738- Lecture Notes in Statistics 1971: n ° 307- Table of Contents Part I Erwin Bolthausen: Large Deviations and Interacting Random Walks 1 On the construction of the three-dimensional polymer measure. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 2 Self-attracting random walks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 3 One-dimensional pinning-depinning transitions. . . . . . . . . . . 105 References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
9783540479444
10.1007/b93152 doi
Distribution (Probability theory.
Mathematical statistics.
Probability Theory and Stochastic Processes.
Statistical Theory and Methods.
Theoretical, Mathematical and Computational Physics.
QA273.A1-274.9 QA274-274.9
519.2