KING PHARMACEUTICALS Stock Forecast - Polynomial Regression

KG Stock   25.00  1.59  6.79%   
The Polynomial Regression forecasted value of KING PHARMACEUTICALS INC on the next trading day is expected to be 25.47 with a mean absolute deviation of 1.67 and the sum of the absolute errors of 102.01. KING Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of KING PHARMACEUTICALS's historical fundamentals, such as revenue growth or operating cash flow patterns.
At this time, KING PHARMACEUTICALS's Asset Turnover is most likely to increase slightly in the upcoming years. . The KING PHARMACEUTICALS's current Net Income Applicable To Common Shares is estimated to increase to about 130.6 M, while Common Stock Shares Outstanding is projected to decrease to roughly 6.2 M.
KING PHARMACEUTICALS polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for KING PHARMACEUTICALS INC as well as the accuracy indicators are determined from the period prices.

KING PHARMACEUTICALS Polynomial Regression Price Forecast For the 22nd of June

Given 90 days horizon, the Polynomial Regression forecasted value of KING PHARMACEUTICALS INC on the next trading day is expected to be 25.47 with a mean absolute deviation of 1.67, mean absolute percentage error of 5.12, and the sum of the absolute errors of 102.01.
Please note that although there have been many attempts to predict KING 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 KING PHARMACEUTICALS's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

KING PHARMACEUTICALS Stock Forecast Pattern

Backtest KING PHARMACEUTICALSKING PHARMACEUTICALS Price PredictionBuy or Sell Advice 

KING PHARMACEUTICALS Forecasted Value

In the context of forecasting KING PHARMACEUTICALS'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. KING PHARMACEUTICALS's downside and upside margins for the forecasting period are 14.89 and 36.05, respectively. We have considered KING PHARMACEUTICALS'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
25.00
25.47
Expected Value
36.05
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of KING PHARMACEUTICALS stock data series using in forecasting. Note that when a statistical model is used to represent KING PHARMACEUTICALS 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 Criteria119.7438
BiasArithmetic mean of the errors None
MADMean absolute deviation1.6723
MAPEMean absolute percentage error0.0828
SAESum of the absolute errors102.0115
A single variable polynomial regression model attempts to put a curve through the KING PHARMACEUTICALS historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for KING PHARMACEUTICALS

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KING PHARMACEUTICALS INC. 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
14.2324.7235.21
Details
Intrinsic
Valuation
LowRealHigh
9.2319.7230.21
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as KING PHARMACEUTICALS. Your research has to be compared to or analyzed against KING PHARMACEUTICALS's peers to derive any actionable benefits. When done correctly, KING PHARMACEUTICALS's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in KING PHARMACEUTICALS INC.

Other Forecasting Options for KING PHARMACEUTICALS

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

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

KING PHARMACEUTICALS INC 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 KING PHARMACEUTICALS'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 KING PHARMACEUTICALS's current price.

KING PHARMACEUTICALS Market Strength Events

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

KING PHARMACEUTICALS Risk Indicators

The analysis of KING PHARMACEUTICALS'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 KING PHARMACEUTICALS's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting king 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.

Currently Active Assets on Macroaxis

Check out Historical Fundamental Analysis of KING PHARMACEUTICALS to cross-verify your projections.
You can also try the Global Correlations module to find global opportunities by holding instruments from different markets.
Is Pharmaceuticals space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of KING PHARMACEUTICALS. If investors know KING will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about KING PHARMACEUTICALS listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
0.03
The market value of KING PHARMACEUTICALS INC is measured differently than its book value, which is the value of KING that is recorded on the company's balance sheet. Investors also form their own opinion of KING PHARMACEUTICALS's value that differs from its market value or its book value, called intrinsic value, which is KING PHARMACEUTICALS's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because KING PHARMACEUTICALS's market value can be influenced by many factors that don't directly affect KING PHARMACEUTICALS's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between KING PHARMACEUTICALS's value and its price as these two are different measures arrived at by different means. Investors typically determine if KING PHARMACEUTICALS is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, KING PHARMACEUTICALS's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.