Generate three functions to compute the following metrics for a given time series (30 points) a....
Fantastic news! We've Found the answer you've been seeking!
Question:
Transcribed Image Text:
Generate three functions to compute the following metrics for a given time series (30 points) a. Longest period of consecutive values above the mean b. Time intervals between successive extreme events above the mean c. Time intervals between successive extreme events below the mean Note: • The function for question 1a should consider a time series data as an input • The function for question 1b and 1c should consider a time series data and a threshold as an input. The threshold will act as the extreme event Check for important conditions within the function before proceeding with the calculations. Generate three functions to compute the following metrics for a given time series (30 points) a. Longest period of consecutive values above the mean b. Time intervals between successive extreme events above the mean c. Time intervals between successive extreme events below the mean Note: • The function for question 1a should consider a time series data as an input • The function for question 1b and 1c should consider a time series data and a threshold as an input. The threshold will act as the extreme event Check for important conditions within the function before proceeding with the calculations.
Expert Answer:
Answer rating: 100% (QA)
here are three Python functions to compute the requested metrics for a given time series These funct... View the full answer
Related Book For
Statistics Informed Decisions Using Data
ISBN: 9780134133539
5th Edition
Authors: Michael Sullivan III
Posted Date:
Students also viewed these programming questions
-
find a shortest st-path in the following graph by applying the Shortest Path Algorithm. For each iteration, you should include the current set of vertices U, the slack of the edges in 8(U), the...
-
Managing Scope Changes Case Study Scope changes on a project can occur regardless of how well the project is planned or executed. Scope changes can be the result of something that was omitted during...
-
Planning is one of the most important management functions in any business. A front office managers first step in planning should involve determine the departments goals. Planning also includes...
-
Accounting for Contingencies and Provisions In accounting, contingencies and provisions play a crucial role in preparing financial statements and ensuring accurate representation of a company's...
-
Nuclear fusion reactions at the center of the sun produce gamma-ray photons with energies of order 1 MeV (106eV). By contrast, what we see emanating from the sun's surface are visible light photons...
-
BJT Corporation is owned 40 percent by Bill, 30 percent by Jack, and 30 percent by the Trumpet Partnership. Bill and Jack are father and son. Jack has a 10 percent interest in Trumpet Partnership....
-
If the probability is 0.40 that steam will condense in a thin-walled aluminum tube at 10 atm pressure, use the formula for the binomial distribution to find the probability that, under the stated...
-
1. What aspects of U.S. and Indian culture may have been causes of Cokes difficulties in India? 2. How might Coca-Cola have responded differently when this situation first occurred, especially in...
-
3 (a) You are the author of a new novel. You can choose to self-publish by making your own website to with the help of a local developer for a cost of $15,000, or you can sell them via an existing...
-
P6. (6 pts) Consider a generator of a CRC scheme 1010011 (i.e., x6+x++x+1). The message is 00110011 10001010. Answer the following questions. a. Compute the CRC bits for this packet (ignoring all...
-
Rick has just received a job offer from a different employer and is trying to decide if it is worth leaving his current one. He estimates that his best five years pensionable salary will average out...
-
What are the strengths perspective in social work as it applies to you ?
-
4. Subtract the following the Hex numbers: Result is = 67h 2Ah
-
2. (5 points) A safe has five locks, v,w,x,y,z, all of which must be unlocked for the safe to open. The keys to the locks are distributed among five executives in the following manner: i. Mr. A has...
-
Every year Rick contributes 3% of his annual $32,500 salary to a retirement fund. His company contributes an amount equal to 1% of his salary.
-
If f(x, y, z) = x2 y2 then fryz (1,2,3) is equal to 2
-
The colors of Henri Matisse's Joy ofLife were intended to: confuse the viewer make a political statement express emotions look very naturalistic appear random and chaotic Les Demoiselles dAvignon was...
-
Write a paper about the Working relationship in the organization- collaboration within and outside the organization
-
The National Football League (NFL) combine is a forum in which players who want to play in the NFL demonstrate various skills. One skill that is measured is the 40-yard dash. Go to...
-
The median length of stay for substance-abuse outpatient treatment completers is 107 days for those referred by the criminal justice system. The following data represent the length of stays for a...
-
The following data represent the total compensation for 12 randomly selected chief executive officers (CEO) and the company's stock performance in 2013. (a) One would think that a higher stock return...
-
Company G has a hardware business. The balance sheet at the beginning of the financial year showed the position in Table 2.23. Show the adjustments, in the columns provided, for each of the following...
-
The above information has been taken from the companys books as at 31 December 20X1, but the following have not yet been allowed for. (a) Rent owing but not yet paid amounting to 1,000. (b) Insurance...
-
This information has been taken from the companys books as at 31 December 20X1, but the information below has not been allowed for. (a) Inventory at 31 December 20X1 is 20,000. (b) Plant and...
Study smarter with the SolutionInn App