Southstone Minerals Stock Forecast - Simple Regression

SML Stock   0.01  0.00  0.00%   
The Simple Regression forecasted value of Southstone Minerals on the next trading day is expected to be 0.01 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Southstone Stock Forecast is based on your current time horizon.
  
At this time, Southstone Minerals' Total Current Liabilities is fairly stable compared to the past year. Cash is likely to climb to about 309.3 K in 2025, whereas Other Current Liabilities is likely to drop slightly above 55.2 K in 2025.
Simple Regression model is a single variable regression model that attempts to put a straight line through Southstone Minerals 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.

Southstone Minerals Simple Regression Price Forecast For the 8th of April

Given 90 days horizon, the Simple Regression forecasted value of Southstone Minerals on the next trading day is expected to be 0.01 with a mean absolute deviation of 0, mean absolute percentage error of 0, and the sum of the absolute errors of 0.
Please note that although there have been many attempts to predict Southstone 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 Southstone Minerals' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Southstone Minerals Stock Forecast Pattern

JavaScript chart by amCharts 3.21.15Jan 17Jan 27Feb 4Feb 12Feb 21Mar 3Mar 11Mar 19Mar 27Apr 70.00950.01000.0105
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Southstone Minerals Forecasted Value

In the context of forecasting Southstone Minerals' 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. Southstone Minerals' downside and upside margins for the forecasting period are 0.01 and 0.01, respectively. We have considered Southstone Minerals' 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
0.01
0.01
Expected Value
0.01
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 Southstone Minerals stock data series using in forecasting. Note that when a statistical model is used to represent Southstone Minerals 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 Criteria40.6442
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
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 Southstone Minerals 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 Southstone Minerals

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Southstone Minerals. 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
0.010.010.01
Details
Intrinsic
Valuation
LowRealHigh
0.010.010.01
Details

Other Forecasting Options for Southstone Minerals

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

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

Southstone Minerals 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 Southstone Minerals' 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 Southstone Minerals' current price.

Southstone Minerals Market Strength Events

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

Thematic Opportunities

Explore Investment Opportunities

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Additional Tools for Southstone Stock Analysis

When running Southstone Minerals' price analysis, check to measure Southstone Minerals' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Southstone Minerals is operating at the current time. Most of Southstone Minerals' value examination focuses on studying past and present price action to predict the probability of Southstone Minerals' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Southstone Minerals' price. Additionally, you may evaluate how the addition of Southstone Minerals to your portfolios can decrease your overall portfolio volatility.