Analyse the data using descriptive statistics

Reference no: EM131045040 , Length: word count:3000

This assignment has been designed to address the following subject learning objectives:

•be able to critically interpret the risk management concept;
•be able to interpret risk through modelling techniques;
•be able to determine the probability, frequency and consequences of a risk event occurring.

Theory - Please evaluate the following question. Your evaluation requires you to prepare and defend a chosen position:

'Knowledge can be divided into uncertainty and perfect knowledge. Where does risk fit into this spectrum?'

(Hint: Evaluate the measurable component of risk and where it sits on the spectrum)

Workplace application - Identify how your work case problem would benefit if more reliable quantitative analysis and forecasts were available. (Ideally you should the same work case problem from the first assignment, but if it does not lend itself well to this assignment you may choose another problem from your workplace).

Your research requires you to:

1. Collect as much relevant data about the work case problem as possible. Analyse the data using descriptive statistics and then plot the data in appropriate graphical forms.

Assess the diagrams by determining the key characteristics of the data - i.e. summarise the patterns and interpret what these patterns are likely indicate about the data to date.

2. Use one quantitative forecasting techniques to develop forecasts from the data - for example naive, moving average, exponential smoothing and/or regression.

3. Explain your key findings from the quantitative analysis. In doing so, apply the predictions to your work case problem and determine how these affects might change the future outcomes for your workplace.

- Under what circumstances are qualitative techniques suitable for forecasting? Explain how qualitative techniques could be applied to your chosen work case problem to improve future outcomes.

My project is about ERP (SAP Implementation)

Risk management Assignment: Sample data for Task
Month	Purch-Orders	Purch-Inv	MiscInv	Pmnts	Relative Frequency %
Jan	122	250	190	280	10.8
Feb	220	170	55	121	7.26
Mar	150	150	45	89	5.56
Apr	160	160	66	89	6.09
May	105	170	50	90	5.32
Jun	190	169	59	129	7.01
Jul	150	170	58	128	6.49
Aug	130	150	49	118	5.73
Sep	260	180	45	79	7.23
Oct	111	190	180	200	8.73
Nov	202	290	220	350	13.62
Dec	210	350	250	450	16.16

Reference no: EM131045040

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