Piedmont Lithium Pink Sheet Forecast - Simple Regression

PLLTL Stock  USD 0.10  0.02  16.67%   
The Simple Regression forecasted value of Piedmont Lithium on the next trading day is expected to be 0.14 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.02. Piedmont Pink Sheet 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 Piedmont Lithium 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.

Piedmont Lithium Simple Regression Price Forecast For the 4th of December

Given 90 days horizon, the Simple Regression forecasted value of Piedmont Lithium on the next trading day is expected to be 0.14 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0004, and the sum of the absolute errors of 1.02.
Please note that although there have been many attempts to predict Piedmont 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 Piedmont Lithium's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Piedmont Lithium Pink Sheet Forecast Pattern

Backtest Piedmont LithiumPiedmont Lithium Price PredictionBuy or Sell Advice 

Piedmont Lithium Forecasted Value

In the context of forecasting Piedmont Lithium'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. Piedmont Lithium's downside and upside margins for the forecasting period are 0 and 10.75, respectively. We have considered Piedmont Lithium'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
0.10
0.14
Expected Value
10.75
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 Piedmont Lithium pink sheet data series using in forecasting. Note that when a statistical model is used to represent Piedmont Lithium 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 Criteria110.2621
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0168
MAPEMean absolute percentage error0.1582
SAESum of the absolute errors1.0219
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 Piedmont Lithium 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 Piedmont Lithium

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Piedmont Lithium. 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 Piedmont Lithium'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.
Hype
Prediction
LowEstimatedHigh
0.010.1010.72
Details
Intrinsic
Valuation
LowRealHigh
0.000.0910.71
Details

Other Forecasting Options for Piedmont Lithium

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

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

Piedmont Lithium 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 Piedmont Lithium'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 Piedmont Lithium's current price.

Piedmont Lithium Market Strength Events

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

Piedmont Lithium Risk Indicators

The analysis of Piedmont Lithium'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 Piedmont Lithium's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting piedmont pink sheet 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.

Building efficient market-beating portfolios requires time, education, and a lot of computing power!

The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.

Try AI Portfolio Architect

Other Information on Investing in Piedmont Pink Sheet

Piedmont Lithium financial ratios help investors to determine whether Piedmont Pink Sheet 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 Piedmont with respect to the benefits of owning Piedmont Lithium security.