Cooper Standard Stock Forecast - Simple Regression

C31 Stock  EUR 13.70  0.20  1.48%   
The Simple Regression forecasted value of Cooper Standard Holdings on the next trading day is expected to be 13.98 with a mean absolute deviation of 0.63 and the sum of the absolute errors of 38.71. Cooper Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Cooper Standard's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Cooper Standard 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.

Cooper Standard Simple Regression Price Forecast For the 29th of November

Given 90 days horizon, the Simple Regression forecasted value of Cooper Standard Holdings on the next trading day is expected to be 13.98 with a mean absolute deviation of 0.63, mean absolute percentage error of 0.72, and the sum of the absolute errors of 38.71.
Please note that although there have been many attempts to predict Cooper Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Cooper Standard's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Cooper Standard Stock Forecast Pattern

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Cooper Standard Forecasted Value

In the context of forecasting Cooper Standard's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Cooper Standard's downside and upside margins for the forecasting period are 9.89 and 18.08, respectively. We have considered Cooper Standard's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
13.70
13.98
Expected Value
18.08
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Cooper Standard stock data series using in forecasting. Note that when a statistical model is used to represent Cooper Standard stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria117.782
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6346
MAPEMean absolute percentage error0.0485
SAESum of the absolute errors38.7129
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 Cooper Standard Holdings historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Cooper Standard

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Cooper Standard Holdings. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
9.4013.5017.60
Details
Intrinsic
Valuation
LowRealHigh
7.3511.4515.55
Details

Other Forecasting Options for Cooper Standard

For every potential investor in Cooper, whether a beginner or expert, Cooper Standard's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Cooper Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Cooper. Basic forecasting techniques help filter out the noise by identifying Cooper Standard's price trends.

Cooper Standard Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Cooper Standard stock to make a market-neutral strategy. Peer analysis of Cooper Standard could also be used in its relative valuation, which is a method of valuing Cooper Standard by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Cooper Standard Holdings Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Cooper Standard's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Cooper Standard's current price.

Cooper Standard Market Strength Events

Market strength indicators help investors to evaluate how Cooper Standard stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Cooper Standard shares will generate the highest return on investment. By undertsting and applying Cooper Standard stock market strength indicators, traders can identify Cooper Standard Holdings entry and exit signals to maximize returns.

Cooper Standard Risk Indicators

The analysis of Cooper Standard's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Cooper Standard's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cooper stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

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Other Information on Investing in Cooper Stock

Cooper Standard financial ratios help investors to determine whether Cooper Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Cooper with respect to the benefits of owning Cooper Standard security.