Apply statistical modelling and machine learning for financial time series forecast

Cerrado Publicado hace 4 años Pagado a la entrega
Cerrado Pagado a la entrega

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

Estadísticas Lenguaje de Programación R Machine Learning (ML) Statistical Modeling Financial Forecasting

Nº del proyecto: #22323578

Sobre el proyecto

23 propuestas Proyecto remoto Activo hace 4 años

23 freelancers están ofertando un promedio de $249 por este trabajo

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 en 10 días
(56 comentarios)
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 Más

$140 AUD en 7 días
(69 comentarios)
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 Más

$195 AUD en 5 días
(13 comentarios)
5.4
aitmbarek

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

$250 AUD en 7 días
(49 comentarios)
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 en 14 días
(19 comentarios)
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 Más

$140 AUD en 7 días
(30 comentarios)
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’ Más

$750 AUD en 7 días
(15 comentarios)
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 Más

$200 AUD en 7 días
(11 comentarios)
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 Más

$250 AUD en 7 días
(6 comentarios)
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 Más

$230 AUD en 5 días
(5 comentarios)
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 Más

$200 AUD en 5 días
(9 comentarios)
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 en 7 días
(4 comentarios)
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 en 7 días
(9 comentarios)
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 Más

$66 AUD en 3 días
(15 comentarios)
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 Más

$140 AUD en 7 días
(3 comentarios)
2.4
sravanigorantala

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

$222 AUD en 4 días
(0 comentarios)
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 Más

$250 AUD en 7 días
(0 comentarios)
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 en 3 días
(0 comentarios)
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 en 13 días
(0 comentarios)
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 Más

$222 AUD en 3 días
(0 comentarios)
0.0