Contributions to Statistics - Big and Complex Data Analysis
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 0)

H-INDEX

(FIVE YEARS 0)

Published By Springer International Publishing

9783319415727, 9783319415734

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Bias-Reduced Moment Estimators of Population Spectral Distribution and Their Applications

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_6 ◽

2017 ◽

pp. 103-119 ◽

Cited By ~ 1

Author(s):

Yingli Qin ◽

Weiming Li

Keyword(s):

Spectral Distribution ◽

Moment Estimators

Download Full-text

High Dimensional Data Analysis: Integrating Submodels

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_14 ◽

2017 ◽

pp. 285-304 ◽

Cited By ~ 1

Author(s):

Syed Ejaz Ahmed ◽

Bahadır Yüzbaşı

Keyword(s):

Data Analysis ◽

High Dimensional Data ◽

High Dimensional ◽

High Dimensional Data Analysis

Download Full-text

A Computationally Efficient Approach for Modeling Complex and Big Survival Data

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_10 ◽

2017 ◽

pp. 193-207

Author(s):

Kevin He ◽

Yanming Li ◽

Qingyi Wei ◽

Yi Li

Keyword(s):

Survival Data ◽

Computationally Efficient ◽

Efficient Approach

Download Full-text

Fast Community Detection in Complex Networks with a K-Depths Classifier

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_8 ◽

2017 ◽

pp. 139-157 ◽

Cited By ~ 1

Author(s):

Yahui Tian ◽

Yulia R. Gel

Keyword(s):

Complex Networks ◽

Community Detection

Download Full-text

How Different Are Estimated Genetic Networks of Cancer Subtypes?

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_9 ◽

2017 ◽

pp. 159-192 ◽

Cited By ~ 1

Author(s):

Ali Shojaie ◽

Nafiseh Sedaghat

Keyword(s):

Genetic Networks ◽

Cancer Subtypes

Download Full-text

Empirical Likelihood Test for High Dimensional Generalized Linear Models

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_2 ◽

2017 ◽

pp. 29-50 ◽

Cited By ~ 1

Author(s):

Yangguang Zang ◽

Qingzhao Zhang ◽

Sanguo Zhang ◽

Qizhai Li ◽

Shuangge Ma

Keyword(s):

Empirical Likelihood ◽

Generalized Linear Models ◽

Linear Models ◽

High Dimensional

Download Full-text

Random Projections for Large-Scale Regression

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_3 ◽

2017 ◽

pp. 51-68 ◽

Cited By ~ 9

Author(s):

Gian-Andrea Thanei ◽

Christina Heinze ◽

Nicolai Meinshausen

Keyword(s):

Large Scale ◽

Random Projections

Download Full-text

Tests of Concentration for Low-Dimensional and High-Dimensional Directional Data

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_11 ◽

2017 ◽

pp. 209-227

Author(s):

Christine Cutting ◽

Davy Paindaveine ◽

Thomas Verdebout

Keyword(s):

Directional Data ◽

High Dimensional ◽

Low Dimensional

Download Full-text

Identifying Gene–Environment Interactions Associated with Prognosis Using Penalized Quantile Regression

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_17 ◽

2017 ◽

pp. 347-367 ◽

Cited By ~ 2

Author(s):

Guohua Wang ◽

Yinjun Zhao ◽

Qingzhao Zhang ◽

Yangguang Zang ◽

Sanguo Zang ◽

...

Keyword(s):

Quantile Regression ◽

Gene Environment

Download Full-text

Statistical Process Control Charts as a Tool for Analyzing Big Data

Contributions to Statistics - Big and Complex Data Analysis ◽

10.1007/978-3-319-41573-4_7 ◽

2017 ◽

pp. 123-138 ◽

Cited By ~ 5

Author(s):

Peihua Qiu

Keyword(s):

Big Data ◽

Process Control ◽

Statistical Process Control ◽

Control Charts ◽

Statistical Process ◽

Process Control Charts ◽

Statistical Process Control Charts

Download Full-text

Contributions to Statistics - Big and Complex Data AnalysisLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Bias-Reduced Moment Estimators of Population Spectral Distribution and Their Applications

High Dimensional Data Analysis: Integrating Submodels

A Computationally Efficient Approach for Modeling Complex and Big Survival Data

Fast Community Detection in Complex Networks with a K-Depths Classifier

How Different Are Estimated Genetic Networks of Cancer Subtypes?

Empirical Likelihood Test for High Dimensional Generalized Linear Models

Random Projections for Large-Scale Regression

Tests of Concentration for Low-Dimensional and High-Dimensional Directional Data

Identifying Gene–Environment Interactions Associated with Prognosis Using Penalized Quantile Regression

Statistical Process Control Charts as a Tool for Analyzing Big Data

Contributions to Statistics - Big and Complex Data Analysis
Latest Publications