Consilium Acquisition Stock Forecast - Simple Regression

CSLMUDelisted Stock  USD 11.02  0.51  4.85%   
The Simple Regression forecasted value of Consilium Acquisition I on the next trading day is expected to be 11.71 with a mean absolute deviation of 0.25 and the sum of the absolute errors of 15.45. Consilium 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 Consilium Acquisition 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.

Consilium Acquisition Simple Regression Price Forecast For the 2nd of February

Given 90 days horizon, the Simple Regression forecasted value of Consilium Acquisition I on the next trading day is expected to be 11.71 with a mean absolute deviation of 0.25, mean absolute percentage error of 0.24, and the sum of the absolute errors of 15.45.
Please note that although there have been many attempts to predict Consilium 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 Consilium Acquisition's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Consilium Acquisition Stock Forecast Pattern

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Consilium Acquisition Forecasted Value

In the context of forecasting Consilium Acquisition'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. Consilium Acquisition's downside and upside margins for the forecasting period are 8.51 and 14.90, respectively. We have considered Consilium Acquisition'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
11.02
11.71
Expected Value
14.90
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 Consilium Acquisition stock data series using in forecasting. Note that when a statistical model is used to represent Consilium Acquisition 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 Criteria116.6838
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2533
MAPEMean absolute percentage error0.0217
SAESum of the absolute errors15.4498
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 Consilium Acquisition I 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 Consilium Acquisition

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Consilium Acquisition. 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
7.8311.0214.21
Details
Intrinsic
Valuation
LowRealHigh
6.429.6112.80
Details
Bollinger
Band Projection (param)
LowMiddleHigh
10.3511.7513.14
Details

Other Forecasting Options for Consilium Acquisition

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

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

Consilium Acquisition 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 Consilium Acquisition'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 Consilium Acquisition's current price.

Consilium Acquisition Market Strength Events

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

Consilium Acquisition Risk Indicators

The analysis of Consilium Acquisition'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 Consilium Acquisition's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting consilium 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Check out Historical Fundamental Analysis of Consilium Acquisition to cross-verify your projections.
You can also try the Stock Screener module to find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook..

Other Consideration for investing in Consilium Stock

If you are still planning to invest in Consilium Acquisition check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Consilium Acquisition's history and understand the potential risks before investing.
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