• Contents
  • About
  • Credits and Acknowledgments
    • Credits
      • Documentation
      • Software
      • Testing
      • Internationalization Testing
      • Technical Support
    • Acknowledgments
  • What’s New in Base SAS High-Performance Procedures 14.1
    • Overview
    • Infrastructure Enhancements
      • GRIDDATASERVER= Option in the PERFORMANCE Statement No Longer Needed
      • GRIDMODE= Option in the PERFORMANCE Statement No Longer Needed
      • Multiple Data Access Modes Supported in a Single Procedure Step
      • Running Asymmetrically Alongside SAP HANA
    • Procedure Enhancements
      • HPBIN Procedure
      • HPCORR Procedure
      • HPSAMPLE Procedure
  • Introduction
    • Overview of Base SAS High-Performance Procedures
    • About This Book
      • Chapter Organization
      • Typographical Conventions
      • Options Used in Examples
    • Online Documentation
    • SAS Technical Support Services
  • Shared Concepts and Topics
    • Overview
    • Processing Modes
      • Single-Machine Mode
      • Distributed Mode
      • Controlling the Execution Mode with Environment Variables and Performance Statement Options
      • Determining Single-Machine Mode or Distributed Mode
    • Data Access Modes
      • Single-Machine Data Access Mode
      • Distributed Data Access Mode
      • Determining the Data Access Mode
    • Alongside-the-Database Execution
    • Alongside-LASR Distributed Execution
    • Running High-Performance Analytical Procedures Alongside a SAS LASR Analytic Server in Distributed Mode
      • Starting a SAS LASR Analytic Server Instance
      • Associating a SAS Libref with the SAS LASR Analytic Server Instance
      • Running a High-Performance Analytical Procedure Alongside the SAS LASR Analytic Server Instance
      • Terminating a SAS LASR Analytic Server Instance
    • Alongside-LASR Distributed Execution on a Subset of the Appliance Nodes
    • Running High-Performance Analytical Procedures in Asymmetric Mode
      • Running in Asymmetric Mode on Distinct Appliances
    • Alongside-HDFS Execution
      • Alongside-HDFS Execution by Using the SASHDAT Engine
      • Alongside-HDFS Execution by Using the Hadoop Engine
    • Output Data Sets
    • Working with Formats
    • PERFORMANCE Statement
  • The HPBIN Procedure
    • Overview: HPBIN Procedure
      • Bucket Binning
      • Winsorized Binning
      • Quantile Binning
      • Pseudo–Quantile Binning
      • PROC HPBIN Features
    • Getting Started: HPBIN Procedure
    • Syntax: HPBIN Procedure
      • PROC HPBIN Statement
      • CODE Statement
      • FREQ Statement
      • ID Statement
      • INPUT Statement
      • PERFORMANCE Statement
      • TARGET Statement
    • Details: HPBIN Procedure
      • Computing the Quantiles (Percentiles)
      • Binning Computation and Formulas
      • Computing the Weight of Evidence and Information Value
      • Data Output
      • ODS Tables
    • Examples
      • Bucket Binning in Single-Machine Mode
      • Pseudo–Quantile Binning in Distributed Mode
      • Quantile Binning in Distributed Mode
      • Winsorized Binning
      • Bucket Binning and Weight-of-Evidence Computation
  • The HPCORR Procedure
    • Overview: HPCORR Procedure
      • PROC HPCORR Features
    • Getting Started: HPCORR Procedure
    • Syntax: HPCORR Procedure
      • PROC HPCORR Statement
      • FREQ Statement
      • PERFORMANCE Statement
      • VAR Statement
      • WEIGHT Statement
      • WITH Statement
    • Details: HPCORR Procedure
      • Pearson Product-Moment Correlation
      • Multithreading
      • Output Tables
      • Output Data Sets
      • ODS Table Names
    • Examples: HPCORR Procedure
      • Computing the Pearson Measure of Association in Single-Machine Mode
      • Computing the Pearson Measure of Association in Distributed Mode
    • References
  • The HPDMDB Procedure
    • Overview: HPDMDB Procedure
    • Getting Started: HPDMDB Procedure
    • Syntax: HPDMDB Procedure
      • PROC HPDMDB Statement
      • CLASS Statement
      • FREQ Statement
      • PERFORMANCE Statement
      • VAR Statement
      • WEIGHT Statement
    • Details: HPDMDB Procedure
    • Examples: HPDMDB Procedure
      • Running PROC HPDMDB on the Client
      • Running with Client Data on the SAS appliance
      • Running with Data on the SAS appliance
  • The HPDS2 Procedure
    • Overview: HPDS2 Procedure
      • PROC HPDS2 Features
      • Single-Machine and Distributed Execution Modes
    • Getting Started: HPDS2 Procedure
    • Syntax: HPDS2 Procedure
      • PROC HPDS2 Statement
      • DATA Statement
      • ENDDATA Statement
      • PERFORMANCE Statement
      • QUIT Statement
      • RUN Statement
      • RUN CANCEL Statement
    • Details: HPDS2 Procedure
      • Parallel Execution of DS2 Code
      • Limitations and Issues
        • Packages
        • PERFORMANCE Statement Options
        • Data Input/Output
        • Data Types and Declarations
        • Error Messages
    • Examples: HPDS2 Procedure
      • Compute Mandelbrot Set
      • Aggregate Result Data Set
  • The HPIMPUTE Procedure
    • Overview: HPIMPUTE Procedure
      • PROC HPIMPUTE Features
      • Single-Machine and Distributed Execution Modes
    • Getting Started: HPIMPUTE Procedure
    • Syntax: HPIMPUTE Procedure
      • PROC HPIMPUTE Statement
      • CODE Statement
      • FREQ Statement
      • ID Statement
      • IMPUTE Statement
      • INPUT Statement
      • PERFORMANCE Statement
    • Details: HPIMPUTE Procedure
      • Obtaining the Statistics for Imputation
      • Random Imputation
      • Displayed Output
      • ODS Table Names
    • Examples: HPIMPUTE Procedure
      • Running Client Data on the Client
      • Running Client Data on the SAS Appliance
  • The HPSAMPLE Procedure
    • Overview: HPSAMPLE Procedure
    • Getting Started: HPSAMPLE Procedure
    • Syntax: HPSAMPLE Procedure
      • PROC HPSAMPLE statement
      • CLASS statement
      • PERFORMANCE statement
      • TARGET statement
      • VAR statement
    • Details: HPSAMPLE Procedure
      • Class Level
      • Displayed Output
      • ODS Table Names
    • Examples: HPSAMPLE Procedure
      • Running PROC HPSAMPLE on the Client
      • Running with Client Data on the SAS Appliance
      • Running with Client Data on the SAS Appliance
  • The HPSUMMARY Procedure
    • Overview: HPSUMMARY Procedure
      • PROC HPSUMMARY Features
      • Single-Machine and Distributed Execution Modes
      • PROC HPSUMMARY Contrasted with Other Procedures
    • Getting Started: HPSUMMARY Procedure
    • Syntax: HPSUMMARY Procedure
      • PROC HPSUMMARY Statement
      • Statistic Keywords
      • CLASS Statement
      • FREQ Statement
      • OUTPUT Statement
      • PERFORMANCE Statement
      • TYPES Statement
      • VAR Statement
      • WAYS Statement
      • WEIGHT Statement
    • Details: HPSUMMARY Procedure
      • How PROC HPSUMMARY Groups Data
      • Computational Resources
      • Statistical Computations
      • Results
      • Keywords and Formulas
    • References


ProductRelease
Base SAS9.4_M3
Type
Usage and Reference
Copyright Date
July 2015
Last Updated
14Jul2015