MAF759 – ANALYTICAL METHODS 代写
MAF759 – ANALYTICAL METHODS
Trimester 1, 2017
MAJOR ASSIGNMENT
Due date: 15 th May 2017
An electronic copy of the assignment has to be uploaded via CloudDeakin Drop box
by 15 th May 2017. It has to contain two files: one Word file, and one Excel file
containing all data, calculations and pertinent workings, please using the following
files names:
MAF759_word;
MAF759_excel;
If you experience any problem in uploading the document, please contact the
CloudDeakin help line on 1800 721 720 or go to the website at:
http://www.deakin.edu.au/its/servicedesk/
Late assignment submissions will NOT be accepted.
Page 2
You have been directed to study U.S stock markets, and have been provided the monthly-
adjusted close price of Apple Inc. (APPL), S&P500 index and NASDAQ index for the
period of January 2001 – December 2016.
Note: Data available via Resources –> Assessment Resources –> Assignment 2017 folder
Please complete the following questions:
1. Calculate monthly discrete returns (hint: holding period returns) for the S&P 500
index, NASDAQ index, and Apple Inc. (APPL) stock prices, respectively.
2. Compute descriptive statistics for monthly Apple Inc. (APPL) stock prices, S&P500
index and NASDAQ index, respectively.
3. Construct the frequency distributions (including relative frequency and cumulative
frequency) for APPL returns, S&P 500 index returns and NASDAQ index returns,
respectively. Use 10 intervals.
4. What is the probability of the S&P 500 index returns above 10%? What is the
probability of the NASDAQ index returns being between 2% and 8%?
5. Is the distribution of monthly APPL returns Normal distribution? Are the
distributions of S&P 500 index returns and NASDAQ index returns different?
Provide evidences.
6. In order to predict the monthly APPL returns, your supervisor advised two simple
linear regression models:
Model A: Assuming a linear relationship between monthly APPL returns and
S&P 500 index returns.
Model B: Assuming a linear relationship between monthly APPL returns and
NASDAQ index returns
6.1: For model A, test if the intercept coefficient is significant at the 5% level;
Calculate 95% confidence interval for the slope coefficient.
6.2: For model B, Predict the APPL return when NASDAQ index return being
2%, and calculate its 90 percent prediction interval.
Page 3
MARK SHEET
Questions Marks assigned Marks obtained
1 3
2 4
3 4
4 4
5 4
6 8
Presentation 3
Total 30
MAF759 – ANALYTICAL METHODS 代写
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