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Analyze time-series data using R

$15-25 AUD / hour

In Progress
Posted almost 8 years ago

$15-25 AUD / hour

I have an assignment described below. You are welcome to bid if you have sound skills of time-series analysis, statistics, and R. 1/ You are given 3 data files: a) Prices: contains daily prices of a sample of 56 stocks (X1 to X56). Prices can be missing for some stocks in some periods due to many reasons such as the companies have not been listed on the exchange yet... It is safe not to consider these stocks during such periods. b) Signals1: contains some daily signals that can help to predict future stock prices. c) Signals2: contains other event signals that are only available for some stocks on some days. This type of signals is also expected to have some predictive power on future stock prices. The attachments show an example of a few data points. The full data sets contain observations up to quite recently. 2/ You will need to do the following: a) First, you show your approach to the exploratory analysis step which can help to uncover important characteristics of these temporal data sets. b) Next, you build predictive models for future stock returns using only the first data set Prices. In particular, our prediction outcomes of interest at the end of day t are stock returns in the next 3 days given by: R(3) = [P(t+3)-P(t)]/P(t) where P(t) is the stock price at day t. c) Finally, still using the prediction outcomes as stock returns in the next 3 days, but you will use additional information from signals: (1) Signals1 or (2) Signals2 exclusively; or (3) both to improve your models. 3/ You are expected to come up with: (a) A brief report showing how you approach the above questions (b) Your code in R with as detailed comments/explanations as possible demonstrating your programming skills to carry out these data analysis. Using quantmod package is preferred, although you can choose an alternative as long as you can assure the quality of work and the meet these requirements.
Project ID: 10616558

About the project

8 proposals
Remote project
Active 8 yrs ago

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Hello Dear ! I have been in this industry for five years and such jobs are my daily practice. As a state engineer I developed professional experience in: - Statistical programming - Time Series & Economterics - Economic Modeling - Data Mining - STATA, R, SAS, IBM SPSS, Eviews. Looking forward to chat with you for further details Thanks and Regards
$25 AUD in 4 days
0.0 (0 reviews)
0.0
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8 freelancers are bidding on average $23 AUD/hour for this job
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Dear Valued Employer, I can add value to your project, by suggesting new ideas. I am fast and reliable. For further understanding why I am the right firm for your project, kindly check my profile, reviews, rating and portfolio. With over 8 years of cross-functional experience, and helping clients world wide with diversify team, I provide genuine and innovative solutions as per your circumstances and requirements. I am MBA-Finance, M.A-Economics, and Qualified Chartered Accountant. If you feel to discuss more before you award me the project, you can send me the message. Kind regards, Rakesh
$22 AUD in 5 days
4.9 (6 reviews)
3.5
3.5
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Hi Im recently graduated as ingeneer in mathematics, and I usually use R to resove my problems, maybe we can talk about your problem and the deadine. Cheers
$20 AUD in 5 days
5.0 (5 reviews)
3.0
3.0
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Greetings! I am qualified accountant and chartered secretary with nine years of experience in financial analysis. Please PM me to discuss the project further. Thank you.
$27 AUD in 15 days
5.0 (4 reviews)
3.2
3.2
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We require an expert in statistical research to conduct surveys (N=150) on specific victims of cyber hacks and retail organizations….. (we will inform you of more specifics during chat). This could be online surveys. (if online, provide validity of data) You will determine both the independent and dependent variables. The data from the surveys should be analyzed using any statistical software of your choice. You are also required to generate reports. Independent variables will be used for correlation analysis, coefficient of determination and chi-square tests. We require someone who could complete this as soon as possible
$22 AUD in 10 days
4.9 (3 reviews)
2.5
2.5
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We are a team of experts which deal with various projects such as: > writing >technical writing >Engineering > PCB designing >FPGA >Verilog /VHDL > MATLAB >Wolfram Mathematica >Mathematics >Calculus > SPSS >LabView >Statistic >CUDA >OpenGL >Linkedin >Pattern recognition >Image processing >signal processing >C++/C programming >Latex >ETC We are ready for hiring right now, contact us and we guarantee you on time delivery and perfect quality with a reasonable budget thanks a lot.
$22 AUD in 5 days
4.8 (2 reviews)
2.7
2.7
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Data Analyst with deep expertise in data warehousing, process validation and safety needs analysis. Dedicated and hard-working with a passion for Big Data. I enjoy the sense of accomplishment of every tiny appropriate data analysis or algorithm. R / SAS / SPSS Operations Research / Supply Chain C / C++ / Java / Python Optimization / Simulation Advanced Algorithm Machine Learning Data science
$22 AUD in 5 days
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About the client

Flag of AUSTRALIA
Melbourne, Australia
4.9
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Member since Nov 23, 2015

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