- Brief course profile (includes schedule and assessment summary)
- Official UQ course profile
- UQ Blackboard site with messages and material (requires login)
- Electronic assessment site for the course (requires login)
- Mathematics marks site (requires login)
Basic Resources:
- Minitab website
- Guide for using minitab for electronic assessment
- Distribution tables
- Data files (used in some exercises and lecture examples):
stat2.mtw,
stat3.mtw,
stat5q2.mtw,
stat6q1.mtw,
stat6q2.mtw,
stat7.mtw,
stat8q3.mtw,
stat8q2.mtw,
stat8q1.mtw,
PandT_valves.mtw,
wire.mtw.
- Recommended books: (1) "Applied Statistics and Probability for Engineers" by D. C. Montgomery and G. C. Runger. (2) "Basic Engineering Data Collection and Analysis", by S. B. Vardeman and J. M. Jobe:
Study units and related links:
- Unit 1 - Elements of statistical study
- Unit 2 - Exploring and describing data
- Unit2.pdf: on blackboard
- ECDF Wolfram Demo
- Unit 3 - Probability models
- Unit3.pdf: on blackboard
- Normal Distribution Wolfram Demo
- Unit 4 - Data transformations
- Unit4.pdf: on blackboard
- Unit 5 - Inference basics: point and interval estimation
- Unit5.pdf: on blackboard
- Confidence Intervals Wolfram Demo
- Unit 6 - Inference basics: testing hypothesis
- Unit6.pdf: on blackboard
- Hypothesis Test Wolfram Demo
- Unit 7 - Methods of one sample inference
- Unit7.pdf: on blackboard
- Unit 8 - Methods of two sample inference
- Unit8.pdf: on blackboard
- Unit 9 - Basics of statistical process control
- Unit9.pdf: on blackboard
- Unit 10 - Factorial models
- Unit10.pdf: on blackboard
- Unit10addOnANOVASummary.pdf: on blackboard
- Unit 11 - Least squares fitting
- Unit11.pdf: on blackboard
- Unit11_12_13_addOnLeastSquaresSummary.pdf: on blackboard
- Least Squares Wolfram Demo
- Unit 12 - Regression models basics
- Unit12.pdf: on blackboard
- Visualizing R-Squared Wolfram Demo
- Bivariate Normal Distribution Wolfram Demo
- Confidence and Prediction Bands Wolfram Demo
- Unit 13 - Further methods of regression modelling
- Unit13.pdf: on blackboard (This unit is not examinable but will be used in Tutorial 7).
In Lecture Quizzes:
- Quiz 1: version a, version b, version c, solution.
- Quiz 2: version a, version b, version c solution.
- Quiz 3: version a, version b, solution, Formula and Tables Sheet (As in Final Exam).
Final Exams:
- Exam Format (as in final exam but without the questions).
- Example Exam 1
- Example Exam 2
Further Resources:
- Statistics in the Wolfram Demonstration Project
- Basic Mathematical Review taught as part of a somewhat similar course a few years ago
- A great video about risk by a world known statistician. Also from the same researcher: an interesting book
- Unit 1 - Elements of statistical study
- Unit 2 - Exploring and describing data
- Unit2.pdf: on blackboard
- ECDF Wolfram Demo
- Unit 3 - Probability models
- Unit3.pdf: on blackboard
- Normal Distribution Wolfram Demo
- Unit 4 - Data transformations
- Unit4.pdf: on blackboard
- Unit 5 - Inference basics: point and interval estimation
- Unit5.pdf: on blackboard
- Confidence Intervals Wolfram Demo
- Unit 6 - Inference basics: testing hypothesis
- Unit6.pdf: on blackboard
- Hypothesis Test Wolfram Demo
- Unit 7 - Methods of one sample inference
- Unit7.pdf: on blackboard
- Unit 8 - Methods of two sample inference
- Unit8.pdf: on blackboard
- Unit 9 - Basics of statistical process control
- Unit9.pdf: on blackboard
- Unit 10 - Factorial models
- Unit10.pdf: on blackboard
- Unit10addOnANOVASummary.pdf: on blackboard
- Unit 11 - Least squares fitting
- Unit11.pdf: on blackboard
- Unit11_12_13_addOnLeastSquaresSummary.pdf: on blackboard
- Least Squares Wolfram Demo
- Unit 12 - Regression models basics
- Unit12.pdf: on blackboard
- Visualizing R-Squared Wolfram Demo
- Bivariate Normal Distribution Wolfram Demo
- Confidence and Prediction Bands Wolfram Demo
- Unit 13 - Further methods of regression modelling
- Unit13.pdf: on blackboard (This unit is not examinable but will be used in Tutorial 7).
In Lecture Quizzes:
- Quiz 1: version a, version b, version c, solution.
- Quiz 2: version a, version b, version c solution.
- Quiz 3: version a, version b, solution, Formula and Tables Sheet (As in Final Exam).
Final Exams:
- Exam Format (as in final exam but without the questions).
- Example Exam 1
- Example Exam 2
Further Resources:
- Statistics in the Wolfram Demonstration Project
- Basic Mathematical Review taught as part of a somewhat similar course a few years ago
- A great video about risk by a world known statistician. Also from the same researcher: an interesting book
- Exam Format (as in final exam but without the questions).
- Example Exam 1
- Example Exam 2