Quantile Regression. Estimation and Simulation Marilena Furno

Quantile Regression. Estimation and Simulation скачать fb2

Фрагмент книги

0 скачали
0 прочитали
0 впечатлений






Marilena Furno - Quantile Regression. Estimation and Simulation краткое содержание

Contains an overview of several technical topics of Quantile Regression Volume two of Quantile Regression offers an important guide for applied researchers that draws on the same example-based approach adopted for the first volume. The text explores topics including robustness, expectiles, m-quantile, decomposition, time series, elemental sets and linear programming. Graphical representations are widely used to visually introduce several issues, and to illustrate each method. All the topics are treated theoretically and using real data examples. Designed as a practical resource, the book is thorough without getting too technical about the statistical background. The authors cover a wide range of QR models useful in several fields. The software commands in R and Stata are available in the appendixes and featured on the accompanying website. The text: Provides an overview of several technical topics such as robustness of quantile regressions, bootstrap and elemental sets, treatment effect estimators Compares quantile regression with alternative estimators like expectiles, M-estimators and M-quantiles Offers a general introduction to linear programming focusing on the simplex method as solving method for the quantile regression problem Considers time-series issues like non-stationarity, spurious regressions, cointegration, conditional heteroskedasticity via quantile regression Offers an analysis that is both theoretically and practical Presents real data examples and graphical representations to explain the technical issues Written for researchers and students in the fields of statistics, economics, econometrics, social and environmental science, this text offers guide to the theory and application of quantile regression models.

Читать книгу онлайн Quantile Regression. Estimation and Simulation - автор Marilena Furno или скачать бесплатно и без регистрации в формате fb2. Роман написан в году, в жанре . Читаемые, полные версии книг, без сокращений, на сайте - библиотека бесплатных книг Knigism.online. Вы можете скачать издание полностью и открыть в любой читалке, на свой телефон или айфон, а также читать произведение без интернета.




Доступен ознакомительный фрагмент

Чтобы оставить свою оценку и/или комментарий, Вам нужно войти под своей учетной записью или зарегистрироваться

Другие книги жанраМатематика
Гильберт. Основания математики
Гильберт. Основания математики
Фон Нейман. Теория игр
Фон Нейман. Теория игр
Игра случая. Математика и мифология совпадения
Игра случая. Математика и мифология...
Математика для мам и пап: Домашка без мучений
Математика для мам и пап: Домашка б...