Apply statistical modelling and machine learning for financial time series forecast

1. Task description

- You will work with financial time series data sets, consisting of open, high, low and close prices and trading volumes. To be able to successfully perform this task, you should have in-depth expertise in statistics, machine learning, R programming and finance.

- You will first perform some exploratory data analysis to get to know the key issues with data characteristics and quality.

- Then you will apply statistical modelling and machine learning techniques to build a suitable model to forecast future values of those time series variables. You will also use the knowledge of the data and metrics to evaluate the developed model and related issues such as performance and (over)fitting.

2. Products: You will deliver the following:

- Very important: A clear, detailed explanation of the logic, thought process and steps you will perform, including mathematical expressions and assumptions of data and models when needed

- A program script in R

- A report based on the task description above

Evner: Statistikker, Programmeringssproget R, Machine Learning (ML), Statistical Modeling, Financial Forecasting

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Om arbejdsgiveren:
( 3 bedømmelser ) Melbourne, Australia

Projekt ID: #22323578

25 freelancere byder i gennemsnit $240 på dette job


Hi, I know finance, statistics and R-language very well. Also I have experience in machine learning and modelling. I can start on Monday. Please, let me know if you are interested in my proposal. Regards, Alex.

$600 AUD in 10 dage
(48 bedømmelser)

Hello Sir, I am expert who understands the value of time. I pride myself in my attention to detail. I am very hard working and aim to deliver in less time than quoted. I want to make you, my employer happy without cha Flere

$250 AUD in 4 dage
(30 bedømmelser)

Hi There Being one of the most experienced data analyst on this website with around half a thousand excellent reviews and proven track record, I would love to work on this project. I am experienced data analyst also f Flere

$195 AUD in 5 dage
(13 bedømmelser)

Note: I read all of your requirements and i can deliver you with quality work. I have been worked and implemented all the techniques which you have mentioned to be done. Greetings! Welcome to DEEP LEARNING, MACHINE L Flere

$140 AUD in 7 dage
(33 bedømmelser)

Hello , If this job is about Statistic & R coding, definitely I am a good fit. As I am a Statistician and R certified Programmer. With my B.Sc. and M.S. in Statistics, Biostatistics & Informatics and with my 15 years’ Flere

$750 AUD in 7 dage
(14 bedømmelser)

I can assist .....................................................................................................

$250 AUD in 7 dage
(24 bedømmelser)

Hi, I have worked with timeseries forecasting using ARIMA & SARIMAX. I would like to work on your project. Let me know if you want to discuss further. Regards, Monir

$250 AUD in 14 dage
(7 bedømmelser)

Hello sir ! We are a group of expert, each with a master's degree in economics and statistics , we have a good experience and brilliant skills in Machine Learning and statistical modelling using python or R Programmin Flere

$140 AUD in 7 dage
(15 bedømmelser)

Dear Prospective Client, I've been developing statistical models and machine learning algorithms using R and Python for several years and would like to work on your project. I assure you that you will be impressed b Flere

$200 AUD in 7 dage
(4 bedømmelser)

I'm a PhD student in Engineering with a Master's in Statistics. Expert in Matlab, Minitab Econometric and statistical modeling of pretty much everything you can think of. These include expertise on protocol development Flere

$250 AUD in 7 dage
(6 bedømmelser)

Hi, I graduated Bachelor of Statistics. I have experience using R because that application have been learned when i was college. I am also a specialist in Basic Statistical Analysis (descriptive analysis, graph, chart Flere

$66 AUD in 3 dage
(9 bedømmelser)

Glad to help you build a suitable model to forecast future values using Python. Do you have more details on the expected outcome of the project? I have converted many trading strategies into Python and R have no secre Flere

$159 AUD in 7 dage
(1 bedømmelse)

I am a Ph.D. Finance Scholar having almost 11 years of teaching and Research Experience. My area of expertise ranges from developing and organizing complex research models related to finance. I have experience in provi Flere

$200 AUD in 5 dage
(3 bedømmelser)

Hello, I am a statistics student who is well versed with using R programming statistical software. I have also been practicing on Time series projects. Please feel free to contact me for further information. Thanks

$300 AUD in 7 dage
(2 bedømmelser)

Hello, Dear! I’ve read your job very carefully and understand what you want. I'm an excellent Deep Learning expert. I have developed many AI projects using Tensorflow,Torch and Caffe. I have enough experiences in medi Flere

$140 AUD in 7 dage
(1 bedømmelse)

Pro Statistics/Machine Learning (ML)/R Programming Language/Statistical Modeling/Financial Forecasting Expert! Hi client. Once saw a your project, it was very attracted my mind because I am very interested in your pro Flere

$100 AUD in 2 dage
(0 bedømmelser)

I am Lead AI Scientist in Target [login to view URL], I have completed PhD in Operations Research. I have built a lot of industrial projects in R. I consider myself an expert in R/Python. I have also timely delivere Flere

$250 AUD in 7 dage
(0 bedømmelser)

I´m a Public Accountant and Data Scientist specialized in R / Python / SQL. I have more than 9 years of experience in the financial industry, taking care of several projects

$250 AUD in 7 dage
(0 bedømmelser)

I have working with a ton of forecasting methods such as auto-arima and prophet and also have used deep learning. I have financial background so I can also do regressions to find correlations and provide you with usefu Flere

$222 AUD in 3 dage
(0 bedømmelser)

I am a data scientist experienced in backtesting trading strategies and a trader myself. I can provide you 100% reproducible R code with your requirements. I can employ state-of-the-art forecasting techniques combining Flere

$250 AUD in 7 dage
(0 bedømmelser)