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

Kemahiran: Statistik, Bahasa Pengaturcaraan R, Machine Learning (ML), Statistical Modeling, Financial Forecasting

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Tentang Majikan:
( 3 ulasan ) Melbourne, Australia

ID Projek: #22323578

25 pekerja bebas membida secara purata $240 untuk pekerjaan ini


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 dalam 10 hari
(48 Ulasan)

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 Lagi

$250 AUD dalam 4 hari
(30 Ulasan)

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 Lagi

$195 AUD dalam 5 hari
(13 Ulasan)

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 Lagi

$140 AUD dalam 7 hari
(33 Ulasan)

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’ Lagi

$750 AUD dalam 7 hari
(14 Ulasan)

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

$250 AUD dalam 7 hari
(24 Ulasan)

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 dalam 14 hari
(7 Ulasan)

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 Lagi

$140 AUD dalam 7 hari
(15 Ulasan)

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 Lagi

$200 AUD dalam 7 hari
(4 Ulasan)

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 Lagi

$250 AUD dalam 7 hari
(6 Ulasan)

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 Lagi

$66 AUD dalam 3 hari
(9 Ulasan)

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 Lagi

$159 AUD dalam 7 hari
(1 Ulasan)

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 Lagi

$200 AUD dalam 5 hari
(3 Ulasan)

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 dalam 7 hari
(2 Ulasan)

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 Lagi

$140 AUD dalam 7 hari
(1 Ulasan)

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 Lagi

$100 AUD dalam 2 hari
(0 Ulasan)

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 Lagi

$250 AUD dalam 7 hari
(0 Ulasan)

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 dalam 7 hari
(0 Ulasan)

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 Lagi

$222 AUD dalam 3 hari
(0 Ulasan)

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 Lagi

$250 AUD dalam 7 hari
(0 Ulasan)