KIT714 ICT Research Principles – Your task is to select and apply statistical analysis techniques…

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Requirement:

Your task is to select and apply statistical analysis techniques to examine the data and

derive some conclusions to the following questions:

1. Describe and illustrate the relevant data selected from the full dataset.

2. Are there differences between car park usage during school holidays and nonschool holidays? School terms go from Term 1: 29/01/18 to 29/03/18, Term 2:

16/04/18 to 29/06/18, Term 3: 16/07/18 to 21/09/18, Term 4: 08/10/18 to

21/12/18.

o Select the appropriate data

o Plot data using an appropriate chart

o Perform a t-test and discuss the results

o Discuss whether a t-test is appropriate for this data

3. Are there differences in the number of cars using different terminal carparks?

o Select the appropriate data

o Plot data using an appropriate chart

o Perform an ANOVA

o Based on the ANOVA result, run t-tests to confirm differences

o Discuss whether ANOVA and t-tests are appropriate for this data

The output of your analysis will be a brief report (including title, abstract, brief

introduction, results and discussion) in Springer’s Lecture Notes in Computer Science

(LNCS) format. The report should be no more than 2,000 words length (note that the

LNCS format has very wide margins) and should be submitted in PDF.

Document Preview:

KIT714 ICT Research Principles – Semester 2, 2019 Practical: Quantitative Research Exercise Type: In-semester (Individual assignment) Task Length: 2,000 words max Weighting: 20% of total assessment for this unit Due Date: 11:55pm, 4 Oct 2019 Submission: Completed assignments need to be uploaded to MyLO by the due date. Description: This practical task will engage students in a quantitative research exercise that will enable them to directly deploy skills, tools and techniques covered in the unit. Each student will be required to complete the exercise and prepare a written report that displays their level of research understanding and competence in quantitative data analysis and presentation of results. In this assignment, we will be conducting: An investigation into the current car parking situation at Chadstone Shopping Centre Chadstone Shopping Centre installed traffic counter devices at the entrances to the 4 carparks. The devices record the time (and date) that each car enters the carpark and have been in operation for twelve months. You have been given access to aggregate data reporting the total number of cars entering each of the four carparks each day. CSV Type Description heading Date date A date between 29/01/2018 and 28/01/2019 Day string Day of the week: Sun, Mon, Tue, Wed, Thu, Fri, Sat NE integer Number of cars parked in the Northeast carpark SE integer Number of cars parked in the Southeast carpark S integer Number of cars parked in the South carpark SW integer Number of cars parked in the Southwest carpark 1Carparks There are 4 carparks located in the Chadstone Shopping Centre Precinct. Description Label Notes Northeast NE Entrance via Middle Road Southeast SE Entrance via Capri Street South S Entrance via Castlebar Road Southwest SW Entrance via Chadstone Road Requirement: Your task is to select and apply statistical analysis techniques to examine the data and…

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