Cisarua Mountain Stock Forecast - Simple Regression

CMRY Stock   5,350  25.00  0.47%   
The Simple Regression forecasted value of Cisarua Mountain Dairy on the next trading day is expected to be 5,546 with a mean absolute deviation of 102.95 and the sum of the absolute errors of 6,280. Cisarua 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 Cisarua Mountain 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.

Cisarua Mountain Simple Regression Price Forecast For the 28th of November

Given 90 days horizon, the Simple Regression forecasted value of Cisarua Mountain Dairy on the next trading day is expected to be 5,546 with a mean absolute deviation of 102.95, mean absolute percentage error of 17,651, and the sum of the absolute errors of 6,280.
Please note that although there have been many attempts to predict Cisarua 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 Cisarua Mountain's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Cisarua Mountain Stock Forecast Pattern

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Cisarua Mountain Forecasted Value

In the context of forecasting Cisarua Mountain'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. Cisarua Mountain's downside and upside margins for the forecasting period are 5,544 and 5,549, respectively. We have considered Cisarua Mountain'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
5,350
5,546
Expected Value
5,549
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 Cisarua Mountain stock data series using in forecasting. Note that when a statistical model is used to represent Cisarua Mountain 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 Criteria127.889
BiasArithmetic mean of the errors None
MADMean absolute deviation102.9457
MAPEMean absolute percentage error0.019
SAESum of the absolute errors6279.688
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 Cisarua Mountain Dairy 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 Cisarua Mountain

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Cisarua Mountain Dairy. 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
5,3485,3505,352
Details
Intrinsic
Valuation
LowRealHigh
4,5024,5045,885
Details
Bollinger
Band Projection (param)
LowMiddleHigh
5,2635,4575,651
Details

Other Forecasting Options for Cisarua Mountain

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

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

Cisarua Mountain Dairy 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 Cisarua Mountain'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 Cisarua Mountain's current price.

Cisarua Mountain Market Strength Events

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

Cisarua Mountain Risk Indicators

The analysis of Cisarua Mountain'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 Cisarua Mountain's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cisarua 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 Cisarua Stock

Cisarua Mountain financial ratios help investors to determine whether Cisarua 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 Cisarua with respect to the benefits of owning Cisarua Mountain security.