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Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

Statistical Analysis with R Commander

R continues to be the platform of choice for the data scientist.  R Commander together with its plug-ins is perhaps the most viable R-alternative to commercial statistical packages like SPSS. R Commander does many of the simple statistical tests and many higher-level statistics and models and most of the analyses that most researchers need.

Course Highlights

  • Installing R commander with it's plugins
  • Importing, editing and analysing data
  • Statistical tests (Chi Sq, t test, Anova)
  • Non parametric tests
  • Linear & logistic and timeseries regression
  • Clustering
  • PCA & Factor Analysis

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

Click the links below to apply. Note that you need to register the course first.

For Singaporeans: SkillsFuture Credit

For Company: SSG Training Grant

Course Code: CRS-N-0040517

Course Booking

$298.00 (GST-exclusive)
$318.86(GST-inclusive)

Course Date

Course Time

* Required Fields

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Course Details

Module1: R Commander Basics

  • Summarizing and cleansing data
  • Recoding and computing new variables
  • Subset data
  • Analyzing data
  • Dealing with outliers/ high correlation

Module 2: Statistical Analysis

  • t test
  • Anova
  • Bonferroni & Tukey tests 
  • Chi Sq test
  • McNemar's test

Module 3: Correlation Analysis

  • Barlett test
  • Levene test
  • Person test
  • Spearman test

Module 4: Non-Parametric Analaysis

  • Welch test
  • Mann whitney
  • Wilcox
  • Kruskall wallis
  • Friedman

Module 5: Regression Analysis

  • Linear regression
  • Logistic regression
  • Hazard regression
  • Kaplan-meier curve

Module 6:  Clustering Analysis

  • K Means Clustering
  • Hierachical Clustering
  • Principal Component Analysis

 

Course Admin

Prerequisite

This is an intermediate course. the following knowledge is assumed

Software Requirement

Please download and install the following software prior to the class

Who Should Attend

  • Data Scientists
  • Data Analysts
  • Finance Analysts
  • Marketers

Trainers

R TrainerDwight Nuwan Fonseka have a degree in Biotechnology (from NUS) ,Advanced diploma in Pharamceutical management (from MDIS) and Masters in Education (from NTU). He have 8 years experience of teaching biology at O and A levels/ IB level in international schools in Singapore and overseas.

Customer Reviews (2)

Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Course material print is too small; should print 2 slides on 1 page instead

Trainer is very helpful and accommodating in providing inputs to student's case studies. (Posted on 12/1/2017)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Nil (Posted on 3/10/2017)

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