Statistics for stochastic processes: study aid

מידע ביבליוגרפי
מחבר תאגידי: Томский политехнический университет
מחברים אחרים: Semenov M. E. Mikhail Evgenievich (составитель), Fedorov G. V. Gleb Vladimirovich
סיכום:Заглавие с титульного экрана
Текст на английском языке
The study aid discusses the basic concepts of stochastic processes. Numerical schemes for solving stochastic differential equations are presented, parametric and non-parametric approaches for identifying model parameters are briefly considered, as well as techniques for reducing variation in Monte Carlo simulations and criteria for choosing the best model. All sections of the study aid include practical problems for solving in R/Python language. The study aid is based on the course "Statistics for stochastic processes" and can be useful for students of direction of training 01.03.02, 01.04.02 "Applied Mathematics and Computer Science".
Текстовый файл
AM_TPU_network
שפה:אנגלית
יצא לאור: Tomsk, TPU Publishing House, 2023
נושאים:
גישה מקוונת:https://www.lib.tpu.ru/fulltext2/m/2023/m33.pdf
פורמט: אלקטרוני ספר
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=669725