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BUAN6340 - Programming for Data Science - The University of Texas at Dallas
Part 1. General Least Squares:Suppose we are estimating a linear model:
y = Xβ + e
However instead of the V ar(e) = σ2In, we know that V ar(e) = Σ. Derive the optimal OLS estimator given this condition. That is, minimize erΣ-1e and obtain the optimal estimator. It may be helpful to take the square root Σ, i.e., Σ = Σ1/2Σ1/2.
Programming
Part 2. OLS estimation of AR(1):
Consider the following AR(1) model:
xt = α + ρxt-1 + et
Generate data from this model. Then estimate the model using ordinary least squares. The estimated ρˆ that you will find will be biased. Write a simulation to study this bias. See if you can find the functional form of the bias via simulation.
MCD4710 Algorithmic Problem Solving - write a Python program similar to the one from Part A but sort by the total medal count instead. So instead of sorting by the number of gold medals that each team won, this time it should be sorted by the total..
ITEC649 2018 Python Assignment - This assignment involves writing Python code to extract information about jobs, people and companies from data files
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ITECH1400 – Foundations of Programming - Federation university australia - Assignment - FedUni Banking - The ability to save transactions via file storage
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In Python:Simulate a cash register or ATM including the interaction between the customer and the machine (i.e. assume that you are automating the responses)
Write a Python program to calculate the average temperature using a for loop. Finding the frequency distribution of the temperatures.
Build a dictionary that contains the movie collection. Combine movie title and director into a list. The response paper should be in APA format.
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