Linamar Pink Sheet Forecast - Simple Regression

LIMAF Stock  USD 43.33  0.35  0.81%   
The Simple Regression forecasted value of Linamar on the next trading day is expected to be 42.65 with a mean absolute deviation of 1.38 and the sum of the absolute errors of 83.92. Linamar Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Linamar'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 Linamar 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.

Linamar Simple Regression Price Forecast For the 30th of November

Given 90 days horizon, the Simple Regression forecasted value of Linamar on the next trading day is expected to be 42.65 with a mean absolute deviation of 1.38, mean absolute percentage error of 2.73, and the sum of the absolute errors of 83.92.
Please note that although there have been many attempts to predict Linamar Pink Sheet 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 Linamar's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Linamar Pink Sheet Forecast Pattern

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Linamar Forecasted Value

In the context of forecasting Linamar's Pink Sheet 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. Linamar's downside and upside margins for the forecasting period are 41.03 and 44.27, respectively. We have considered Linamar'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
43.33
42.65
Expected Value
44.27
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 Linamar pink sheet data series using in forecasting. Note that when a statistical model is used to represent Linamar pink sheet, 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 Criteria119.1143
BiasArithmetic mean of the errors None
MADMean absolute deviation1.3758
MAPEMean absolute percentage error0.0309
SAESum of the absolute errors83.9244
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 Linamar 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 Linamar

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Linamar. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
41.3542.9844.61
Details
Intrinsic
Valuation
LowRealHigh
42.0743.7045.33
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Linamar. Your research has to be compared to or analyzed against Linamar's peers to derive any actionable benefits. When done correctly, Linamar's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Linamar.

Other Forecasting Options for Linamar

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

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 Risk & Return  Correlation

Linamar Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Linamar'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 Linamar's current price.

Linamar Market Strength Events

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

Linamar Risk Indicators

The analysis of Linamar'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 Linamar's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting linamar pink sheet 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 Linamar Pink Sheet

Linamar financial ratios help investors to determine whether Linamar Pink Sheet 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 Linamar with respect to the benefits of owning Linamar security.