Unknown Indicator

Simple Regression model is a single variable regression model that attempts to put a straight line through equity instruments price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as price historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Simple Regression In A Nutshell

Using regression can allow you to implement a trading and investing style that is based on reversion of the mean. If you are unfamiliar with standard deviation, head over to that informational section of the site and become familiar, as this will make more sense after. Simple regression will allow you to identify when an equity is far from the mean, standard deviation wise, giving you an idea of when the stock may revert back to the mean.

There are many different ways to come up with data points, and simple regression is another one of those. This type of tool would fall under both, quantitative and technical analysis. Simple regression looks to eliminate the human element and give you a statistical regression data point you help you identify trading situations.

Closer Look at Simple Regression

Some of the perks of using this particular data set is that it will eliminate the human element, giving you statistical data that is concrete and certain. Keeping emotion out of trading is one way to potentially give yourself an edge. Another perk is that this type of investing and trading will hopefully give you an edge in trend trading, allowing you to spot when the market is slightly over bought or over sold.

However, with any trading tool there are negatives to keep in mind. First, you have to understand that there will always be a human element to trading and investing, and by eliminating all of it, it could hurt your data outcomes. Find the happy medium and tweak it to what will fit your trading style best. Secondly, mean reversion does not always work, just with an trading style, so using a simple regression mind set could prove to be unprofitable.

With any trading idea, you should throw it on a demo account and find out if it is exactly what you are a looking for. Tweak time frames and other limitations to have it fit your current needs. If you get stuck, reach out to an investing community and they can certainly help you fine tune your charts. Once you feel comfortable, take it step further and integrate it with other tools to see if you can find a edge to increase your returns. Again, this is a great data set to use with mean reversion and is worth your time if you believe in that market philosophy.

Trending Themes

If you are a self-driven investor, you will appreciate our idea-generating investing themes. Our themes help you align your investments inspirations with your core values and are essential building blocks of your portfolios. A typical investing theme is an unweighted collection of up to 20 funds, stocks, ETFs, or cryptocurrencies that are programmatically selected from a pull of equities with common characteristics such as industry and growth potential, volatility, or market segment.
Baby Boomer Prospects Idea
Baby Boomer Prospects
Invested over 70 shares
Manufacturing Idea
Manufacturing
Invested over 40 shares
Investor Favorites Idea
Investor Favorites
Invested over 200 shares
Banking Idea
Banking
Invested over 30 shares
Cash Cows Idea
Cash Cows
Invested few shares
Momentum Idea
Momentum
Invested over 200 shares
Business Services Idea
Business Services
Invested few shares
Automobiles and Trucks Idea
Automobiles and Trucks
Invested over 200 shares
Check out your portfolio center.
Note that this page's information should be used as a complementary analysis to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Correlation Analysis module to reduce portfolio risk simply by holding instruments which are not perfectly correlated.

Other Complementary Tools

Portfolio File Import
Quickly import all of your third-party portfolios from your local drive in csv format
Balance Of Power
Check stock momentum by analyzing Balance Of Power indicator and other technical ratios
Stock Tickers
Use high-impact, comprehensive, and customizable stock tickers that can be easily integrated to any websites
Sectors
List of equity sectors categorizing publicly traded companies based on their primary business activities
Portfolio Holdings
Check your current holdings and cash postion to detemine if your portfolio needs rebalancing
Options Analysis
Analyze and evaluate options and option chains as a potential hedge for your portfolios
Equity Analysis
Research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities
ETFs
Find actively traded Exchange Traded Funds (ETF) from around the world
Risk-Return Analysis
View associations between returns expected from investment and the risk you assume
Pattern Recognition
Use different Pattern Recognition models to time the market across multiple global exchanges
Portfolio Optimization
Compute new portfolio that will generate highest expected return given your specified tolerance for risk
Bonds Directory
Find actively traded corporate debentures issued by US companies