Apply statistical modelling and machine learning for financial time series forecast

Closed Posted 4 years ago Paid on delivery
Closed Paid on delivery

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

Statistics R Programming Language Machine Learning (ML) Statistical Modeling Financial Forecasting

Project ID: #22323578

About the project

23 proposals Remote project Active 4 years ago

23 freelancers are bidding on average $249 for this job

proffesor1

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 days
(56 Reviews)
7.4
mza5ab8dc9be9a8c

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 More

$140 AUD in 7 days
(69 Reviews)
6.0
sheak

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 More

$195 AUD in 5 days
(13 Reviews)
5.4
aitmbarek

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

$250 AUD in 7 days
(49 Reviews)
5.5
Arahan00

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 days
(19 Reviews)
5.2
mohamedaithmida

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 More

$140 AUD in 7 days
(30 Reviews)
5.2
aberkanefouad

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’ More

$750 AUD in 7 days
(15 Reviews)
5.0
TheLKteam

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 More

$200 AUD in 7 days
(11 Reviews)
5.1
JonnaNueros121

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 More

$250 AUD in 7 days
(6 Reviews)
4.1
hillaryjustin73

Hello, I am a Statistician by profession, I command a set of skills in time series analysis and forecasting using R. My accomplishments include machine leaning using classification, regression, and neural network model More

$230 AUD in 5 days
(5 Reviews)
4.0
Saif271

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 More

$200 AUD in 5 days
(9 Reviews)
4.0
diegoedunapo

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 days
(4 Reviews)
3.7
Moseskipngetich7

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 days
(9 Reviews)
3.4
StatisticandArt

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 More

$66 AUD in 3 days
(15 Reviews)
3.7
Albertbestcoder

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 More

$140 AUD in 7 days
(3 Reviews)
2.4
sravanigorantala

I have worked on similar projects consisting time series analysis at my job and can deliver quality output.

$222 AUD in 4 days
(0 Reviews)
0.0
DataObsessed

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 More

$250 AUD in 7 days
(0 Reviews)
0.0
dianamatevosyan5

Hello. I can help you , because I have done such kind work in my country for local company, I have done sales forcasting by choosing models based on data , budjeting and etc.

$155 AUD in 3 days
(0 Reviews)
0.0
elianezanlorense

Almost ten years with r projects. I’m statistics with master degree in statistics. I worked in a big company with R,Sas and pyth Experience with credit modeling, cluster, Crm Models

$222 AUD in 13 days
(0 Reviews)
0.0
egigani

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 More

$222 AUD in 3 days
(0 Reviews)
0.0