17-09-2021

First, suppose that bikers arrive to Station 1 (station id =1) according to a nonstationary Poisson process. Complete the below table (enclosed picture file) of arrival rates at Station 1.

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Risk analysis software using Monte Carlo simulationfor Microsoft Excel. Trial versions are fully functional for 15 days after installation. No limits on model size or features! No risk or obligation to buy. Access to Palisade’s world-class technical support. Free demonstration relevant to your industry. Risk of hazard = likelihood of occurrence (probability). Severity of harm. We will walk through the steps below to understand the process. Figure 1: How to Use a Risk Matrix. The formula in Cell D13 is given as: =INDEX(C5:G9,MATCH(Severity,B5:B9,0),MATCH(Likelihood,C4:G4,0)) Setting up the Data. We will set up the risk matrix by doing.

Hint: Create a timevalue column. Excel ‘Timevalue (time text)’ returns the decimal number of the time represented by a text string. The decimal number is a value ranging from 0 (zero) to 0.99988426, representing the times from 0:00:00 (12:00:00 AM) to 23:59:59 (11:59:59 P.M.). For example, TIMEVALUE(“1-June-2017 6:35 AM”) = 0.2743. Use the histogram of the timevalue to compute the arrival rates.

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Second, assign a destination (end station id) to each arrival at Station 1 by using a discrete probability distribution of this form: DISC(p1,1, p2,2,…p12,12)

Determine the value of p1, p2…p12 using the relative frequency bar chart of ‘end station id’. Copy and paste your Excel worksheet.

Finally, build a probabilistic model for the trip duration from Station 1 to Station i, with i=1,2,…12

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i. First step is to remove outliers. If a bike has been rent out for more than 24 hours at a time, it is considered lost or stolen. Remove any trips longer than 24 hours (86,400 seconds). You can also remove more outliers if you think it is necessary.

ii. Considering the scatterplot below (Word document) and the location of the 12 stations, determine the probability distribution of the trip duration from Station 1 to Station i, with i =1, 2,…12.

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Risk Excel Add-in

You can use Arena Input Analyzer, @RISK, or any other statistical software you like. You may combine some (or even all) end stations to determine input probability distributions. Copy and paste your Arena Input analyzer results or Excel worksheet.

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Risk Excel Template

Copy and paste your Excel worksheet.