NC151

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Introduction to Stata Programming

Dengan kursus ini, anda akan dapat memanfaatkan bahasa scripting Stata untuk mempercepat alur kerja Anda dan membuat analisis yang direkonstruksi secara konkret. Pelajari bagaimana cara branching, looping, flow of control dan mengakses hasil stored estimation yang tersimpan. Materi tentang simulasi bootstrap dan Monte Carlo juga merupakan bagian yang akan dibahas di kursus ini.

Periode kursus berikutnya:

Oct 3, 2019

to

Nov 21, 2019

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Lesson 1: Organisation of analysis

• Welcome

• Entering and executing a program

• The do-file

• The interactive program command

• A program in a do-file

• Combination do-files

• Ado-files

• Organizing do-files

• An individual do-file

• A do-file to perform verification

• Infiling data

• Reproducibility

• Indexing

• assert as an alternative to branching

• Consuming calculated results

Lesson 2: Macros, arguments, and looping

• Welcome

• Entering and executing a program

• The do-file

• The interactive program command

• A program in a do-file

• Combination do-files

• Ado-files

• Organizing do-files

• An individual do-file

• A do-file to perform verification

• Infiling data

• Reproducibility

• Indexing

• assert as an alternative to branching

• Consuming calculated results

Lesson 3: Examples and applications

• Data management example

• Handling time and date variables

• Checking assumptions

• Returned values and storing results

  • What can be returned in r()?

  • Referring to returned results in other programs

  • Referring to returned results in the program that sets them

• Bootstrapped standard errors

• Aside: reading a trace

• A warning on bootstrapping

• Speeding up bootstrapping

• Bootstrapping, how to

• Monte Carlo simulations

• postfile and post

• Using quietly

• Speeding up simulations

Lesson 4: Ado-files

• A first real ado-file

• discard

• More improvements to doanl

• capture

• The exit command

• Making doanl a general tool

• Writing a help file for doanl

• Do-files, programs, and ado-files: When to use which

• Temporary variables

• Temporarily destroying data

• Temporary files

• An analysis-specific ado-file

• General-purpose (GP) ado-files

• A GP ado-file

• Fine-tuning display output

• Stata syntax

• syntax

• varlist macro

• syntax’s other specifiers

• Whether to use syntax

• A note on quotes

• Version control

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Course pre-requisites

• Stata 15 installed and working.

• Basic knowledge of using Stata interactively

• Internet web browser, installed and working
  (course is platform independent)