Departments › Applied Statistics › Module I › Statistical Techniques

Statistical Techniques

Applied Statistics · Level 6  ·  5 Chapters

Can I download Statistical Techniques notes as a PDF?

Yes. The notes download as a PDF too: every chapter has a Download PDF button above its notes. Sign in and click it. Each download comes from your plan's monthly allowance or from credits. To read before you sign in, the first topic of every chapter opens to anyone, and a Profplanet plan opens the remaining topics.

Chapters

1
Apply statistical concepts
8 topics
No Notes Yet
2
Apply statistical methods I
13 topics
No Notes Yet
3
Apply statistical methods II
26 topics
No Notes Yet
4
Apply statistical significance
19 topics
No Notes Yet
5
Apply statistics for business
35 topics
No Notes Yet
What Statistical Techniques covers: 36 main topics in 5 chapters

1. Apply statistical concepts

  1. 1.1 Definitions Apply statistical
  2. 1.2 Types of statistics
  3. 1.3 Importance statistics
  4. 1.4 Limitation statistics

2. Apply statistical methods I

  1. 2.1 Data collection
  2. 2.2 Mathematical expectation
  3. 2.3 Central limit theorem

3. Apply statistical methods II

  1. 3.1 Data organization
  2. 3.2 Theory of estimation
  3. 3.3 Correlation
  4. 3.4 Statistical inference
  5. 3.5 One sample mean
  6. 3.6 Comparing two variances
  7. 3.7 Comparing two independent group means
  8. 3.8 Comparing two dependent sample means
  9. 3.9 Non-parametric

4. Apply statistical significance

  1. 4.1 Measures of central tendency
  2. 4.8 Confidence intervals and hypothesis testing (reference tostatistical tables)
  3. 4.9 Regression analysis
  4. 4.2 .. 4 Parameter Estimates
  5. 4.10 Test of hypothesis on the regression parameters Confidence intervals on regression parameters
  6. 4.11 ANOVA for simple linear regression
  7. 4.12 Alternative measures forthe goodness of fit e.g. AIC Prediction of response variable
  8. 4.13 Model validation Multiple linear regression
  9. 4.14 Variable selection

5. Apply statistics for business

  1. 5.1 Measures of dispersion
  2. 5.2 Simple index numbers
  3. 5.3 Composite index numbers
  4. 5.4 Time series
  5. 5.5 Introduction to economic statistics
  6. 5.6 Statistical quality control charts
  7. 5.7 Control limits
  8. 5.8 Sampling plans
  9. 5.9 Statistical consulting
  10. 5.10 Professional ethics
  11. 5.11 Customer service Suggested Methods Instructions

Revise this unit

Exam-style questions 56 Written to CDACC standard, with answers Test yourself Multiple-choice, one at a time Practise questions Quick recall — check you know the facts
3 more for this unit
Oral exam preparation What the assessor asks, and how to answer out loud Worked calculations Step-by-step maths with the common mistakes Quick cards Myth busters, skill tips and scenarios

Beyond the syllabus

Decision simulator On site, what would you do? Workplace scenarios Real site situations — what would you do? Turn this into income Where this skill earns — what to charge, how to find clients

Other units in Module I