KRA Dd Stock Forecast - Polynomial Regression

KRAS Stock   110.00  10.00  8.33%   
The Polynomial Regression forecasted value of KRA dd on the next trading day is expected to be 110.87 with a mean absolute deviation of 3.52 and the sum of the absolute errors of 214.55. KRA Stock Forecast is based on your current time horizon.
  
KRA Dd polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for KRA dd as well as the accuracy indicators are determined from the period prices.

KRA Dd Polynomial Regression Price Forecast For the 15th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of KRA dd on the next trading day is expected to be 110.87 with a mean absolute deviation of 3.52, mean absolute percentage error of 23.26, and the sum of the absolute errors of 214.55.
Please note that although there have been many attempts to predict KRA 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 KRA Dd's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

KRA Dd Stock Forecast Pattern

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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 KRA Dd stock data series using in forecasting. Note that when a statistical model is used to represent KRA Dd 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 Criteria121.2572
BiasArithmetic mean of the errors None
MADMean absolute deviation3.5172
MAPEMean absolute percentage error0.0306
SAESum of the absolute errors214.5502
A single variable polynomial regression model attempts to put a curve through the KRA Dd 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 KRA Dd

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KRA dd. 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
105.26110.00114.74
Details
Intrinsic
Valuation
LowRealHigh
89.1393.87121.00
Details

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

KRA Dd Market Strength Events

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

KRA Dd Risk Indicators

The analysis of KRA Dd'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 KRA Dd's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kra 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.

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 KRA Stock Analysis

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