Statistics

Top Research in Big Data

Top Research in Big Data


Read the Latest Research in Statistics and Analytics for Big Data

Welcome to our special feature on Big Data.

Below you will find our most relevant books and journals based around the theme. Please follow the links to discover books and journal articles in this area.

 Special Issue in Big Data Key Journals in Big Data Key Books in Big Data

 Signicance Special Issue

Significance

Nowcasting the mood of the nation  

Big data and city living – what can it do for us?

journals

 

 Statistics in Medicine

Statistics in Medicine

Longitudinal analysis of large social networks: Estimating the effect of health traits on changes in friendship ties

Social contagion theory: examining dynamic social networks and human behavior

 Statistical Analysis and Data Mining

Statistical Analysis and Data Mining

Two-way regularization for MEG source reconstruction via multilevel coordinate descent

Text Mining in computational advertising

 Stat

Stat

Large complex data: divide and recombine (D&R) with RHIPE

WIREs Computational Statistics 

WIREs Computational Statistics

Bootstraps, permutation tests, and sampling orders of magnitude faster using SAS

  Environmentrics

Environmentrics

Building trust in climate science: data products for the 21st century 

 Decision Sciences 

Decision Sciences  

When Costs Are Unequal and Unknown: A Subtree Grafting Approach for Unbalanced Data Classification

Optimal Pricing Strategies for Capacity Leasing Based on Time and Volume Usage in Telecommunication Networks

 Production and Operation Management

Production and Operation Management 

Clickstream Data and Inventory Management: Model and Empirical Analysis

Managing Supply Chain Execution: Monitoring Timeliness and Correctness via Individualized Trace Data

 Journal of Software: Practice and Experience 

Software:Practice and Experience 

Design and implementation of task scheduling strategies for massive remote sensing data processing across multiple data center

 Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Market Basket Analysis algorithms with MapReduce

 Concurrency and Computation: Practice and Experience 

Concurrency and Computation: Practice and Experience 

SaC-FRAPP: a scalable and cost-effective framework for privacy preservation over big data on cloud

 Security and Communication Networks 

Security and Communications Networks

Anomaly detection in big data from UWB radars

 International Journal of Communication Systems

International Journal of Communication Systems  

Two-phase grouping-based resource management for big data processing in mobile cloud computing

 Computer Graphics Forum 

Computer Graphics Forum 

imMens: Real-time Visual Querying of Big Data

 Bulletin of the American Society for Information Science and Technology 

Bulletin of the American Society for Information Science and Technology

Turning healthcare challenges into big data opportunities: A use-case review across the pharmaceutical development lifecycle

  
  
  
  
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KEY BOOKS IN BIG DATA

 Data Mining and Business Analytics with R The Art of Data Analysis Data Mining for Business Intelligence Data Analysis: What Can Be Learned From the Past 50 Years  

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Data Mining and Business Analytics with R

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The Art of Data Analysis: How to Answer Almost any Question Using Basic Statistics

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Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner

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Data Analysis: What Can Be Learned From the Past 50 Years 

 
 Making Sense of Data Set Making Sense of Data Making Sense of Data II Making Sense of Data III 

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Making Sense of Data Set

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Making Sense of Data: A Practical Guide to Exploratory Data Analysis and Data Mining

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Making Sense of Data II: A Practical Guide to Data Visualization, Advanced Data Mining Methods, and Applications

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Making Sense of Data III: A Practical Guide to Designing Interactive Data Visualizations 

 
 Categorical Data Analysis Exploratory Data Mining and Data Cleaning Handbook of Statistical Data Editing and Imputation Statistics for Spatio-Temporal Data 

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Categorical Data Analysis

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Exploratory Data Mining and Data Cleaning

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Handbook of Statistical Data Editing and Imputation

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Statistics for Spatio-Temporal Data

 
 Statistical and Machine Learning Approaches for Network Analysis Improving Surveys with Paradata: Analytic Uses of Process Information Data Mining Using SAS Enterprise Miner Decision Support Systems for Business Intelligence 

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Statistical and Machine Learning Approaches for Network Analysis

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Improving Surveys with Paradata: Analytic Uses of Process Information

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Data Mining Using SAS Enterprise Miner

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Decision Support Systems for Business Intelligence

 
 Performing Data Analysis Using IBM SPSSBayesian Modeling Using WinBUGS Data Smart: Using Data Science to Transform Information into Insight Big Data: Understanding How Data Powers Big Business 

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Performing Data Analysis Using IBM SPSS

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 Bayesian Modeling Using WinBUGS

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Data Smart: Using Data Science to Transform Information into Insight

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Big Data: Understanding How Data Powers Big Business

 
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