ICDX Pink Sheet Forecast - Simple Regression

ICDX Stock   1.30  0.00  0.00%   
The Simple Regression forecasted value of ICDX on the next trading day is expected to be 1.30 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Investors can use prediction functions to forecast ICDX's stock prices and determine the direction of ICDX's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of ICDX's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Risk vs Return Analysis to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in small area income & poverty estimates.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through ICDX 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.

ICDX Simple Regression Price Forecast For the 28th of December

Given 90 days horizon, the Simple Regression forecasted value of ICDX on the next trading day is expected to be 1.30 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 ICDX 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 ICDX's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ICDX Pink Sheet Forecast Pattern

ICDX Forecasted Value

In the context of forecasting ICDX'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. ICDX's downside and upside margins for the forecasting period are 1.30 and 1.30, respectively. We have considered ICDX'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
1.30
1.30
Expected Value
1.30
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 ICDX pink sheet data series using in forecasting. Note that when a statistical model is used to represent ICDX 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 Criteria51.2566
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 ICDX 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 ICDX

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ICDX. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of ICDX's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.

Other Forecasting Options for ICDX

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

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

ICDX 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 ICDX'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 ICDX's current price.

ICDX Market Strength Events

Market strength indicators help investors to evaluate how ICDX 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 ICDX shares will generate the highest return on investment. By undertsting and applying ICDX pink sheet market strength indicators, traders can identify ICDX entry and exit signals to maximize returns.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for ICDX Pink Sheet Analysis

When running ICDX's price analysis, check to measure ICDX's 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 ICDX is operating at the current time. Most of ICDX's value examination focuses on studying past and present price action to predict the probability of ICDX's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move ICDX's price. Additionally, you may evaluate how the addition of ICDX to your portfolios can decrease your overall portfolio volatility.