DATA401-21X (C) General non-calendar-based 2021

Statistics

15 points

Details:
Start Date: Monday, 29 November 2021
End Date: Sunday, 13 February 2022
Withdrawal Dates
Last Day to withdraw from this course:
  • Without financial penalty (full fee refund): Sunday, 12 December 2021
  • Without academic penalty (including no fee refund): Sunday, 23 January 2022

Description

This course covers the development of statistical concepts and their application to complex systems.

NOT OFFERED summer Nov 2019 - Feb 2020

Summer occurrence of DATA401.

The development of the ideas, techniques and applications of statistics and probability. The emphasis is on applying statistics to problems, selecting sensible techniques, following the methodology and interpreting the results. Understanding the concepts and computer-based solutions are emphasised and data science applications to commerce, the social sciences, the humanities, science and engineering are considered. Particular topics include data analysis, summary statistics, probability, statistical distributions, estimation and inference (including confidence intervals, hypothesis tests and modelling).

Learning Outcomes

  • Students will be able to:
  • understand a range of statistical concepts in:
     o data analysis: uncertainty, variation, summary statistics;
     o probability: meaning of probability, sets, events and distributions;
     o estimation: samples, populations, parameters, estimates and uncertainty;
     o inference: hypotheses, tests, test statistics, test interpretations.

  • perform and interpret a range of statistical procedures in:
     o data analysis: summary statistics and graphics;
     o probability: calculations and identification/application of distributions;
     o estimation: estimation of parameters and confidence intervals;
     o inference: hypothesis tests and model building.

  • use Excel in performing statistical calculations and producing diagrams;

  • identify applications of statistics in data science.

Prerequisites

Subject to approval of the Head of School

Course Coordinator

For further information see Mathematics and Statistics Head of Department

Indicative Fees

Domestic fee $952.00

* All fees are inclusive of NZ GST or any equivalent overseas tax, and do not include any programme level discount or additional course-related expenses.

For further information see Mathematics and Statistics .

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