Construction JSC Stock Forecast - Simple Regression

SC5 Stock   20,300  1,300  6.84%   
The Simple Regression forecasted value of Construction JSC No5 on the next trading day is expected to be 20,168 with a mean absolute deviation of 1,028 and the sum of the absolute errors of 62,681. Construction Stock Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Construction JSC 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.

Construction JSC Simple Regression Price Forecast For the 27th of November

Given 90 days horizon, the Simple Regression forecasted value of Construction JSC No5 on the next trading day is expected to be 20,168 with a mean absolute deviation of 1,028, mean absolute percentage error of 1,602,196, and the sum of the absolute errors of 62,681.
Please note that although there have been many attempts to predict Construction 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 Construction JSC's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Construction JSC Stock Forecast Pattern

Backtest Construction JSCConstruction JSC Price PredictionBuy or Sell Advice 

Construction JSC Forecasted Value

In the context of forecasting Construction JSC'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. Construction JSC's downside and upside margins for the forecasting period are 20,163 and 20,173, respectively. We have considered Construction JSC'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
20,300
20,163
Downside
20,168
Expected Value
20,173
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 Construction JSC stock data series using in forecasting. Note that when a statistical model is used to represent Construction JSC 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 Criteria132.3974
BiasArithmetic mean of the errors None
MADMean absolute deviation1027.5538
MAPEMean absolute percentage error0.055
SAESum of the absolute errors62680.7827
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 Construction JSC No5 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 Construction JSC

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Construction JSC No5. 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
20,29520,30020,305
Details
Intrinsic
Valuation
LowRealHigh
16,75316,75822,330
Details

Other Forecasting Options for Construction JSC

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

Construction JSC 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 Construction JSC stock to make a market-neutral strategy. Peer analysis of Construction JSC could also be used in its relative valuation, which is a method of valuing Construction JSC by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Construction JSC No5 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 Construction JSC'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 Construction JSC's current price.

Construction JSC Market Strength Events

Market strength indicators help investors to evaluate how Construction JSC stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Construction JSC shares will generate the highest return on investment. By undertsting and applying Construction JSC stock market strength indicators, traders can identify Construction JSC No5 entry and exit signals to maximize returns.

Construction JSC Risk Indicators

The analysis of Construction JSC'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 Construction JSC's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting construction 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.

Pair Trading with Construction JSC

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Construction JSC position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Construction JSC will appreciate offsetting losses from the drop in the long position's value.

Moving against Construction Stock

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The ability to find closely correlated positions to Construction JSC could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Construction JSC when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Construction JSC - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Construction JSC No5 to buy it.
The correlation of Construction JSC is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Construction JSC moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Construction JSC No5 moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Construction JSC can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Construction Stock

Construction JSC financial ratios help investors to determine whether Construction 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 Construction with respect to the benefits of owning Construction JSC security.