Kimbell Royalty Stock Forecast - Simple Regression

KRP Stock  USD 16.18  0.18  1.12%   
The Simple Regression forecasted value of Kimbell Royalty Partners on the next trading day is expected to be 16.15 with a mean absolute deviation of 0.20 and the sum of the absolute errors of 11.94. Kimbell Stock Forecast is based on your current time horizon. Although Kimbell Royalty's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Kimbell Royalty's systematic risk associated with finding meaningful patterns of Kimbell Royalty fundamentals over time.
  
As of 12/02/2024, Receivables Turnover is likely to grow to 6.79, while Inventory Turnover is likely to drop (0). . As of 12/02/2024, Common Stock Shares Outstanding is likely to grow to about 97.7 M. Also, Net Income Applicable To Common Shares is likely to grow to about 135.2 M.
Simple Regression model is a single variable regression model that attempts to put a straight line through Kimbell Royalty 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.

Kimbell Royalty Simple Regression Price Forecast For the 3rd of December

Given 90 days horizon, the Simple Regression forecasted value of Kimbell Royalty Partners on the next trading day is expected to be 16.15 with a mean absolute deviation of 0.20, mean absolute percentage error of 0.06, and the sum of the absolute errors of 11.94.
Please note that although there have been many attempts to predict Kimbell 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 Kimbell Royalty's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Kimbell Royalty Stock Forecast Pattern

Backtest Kimbell RoyaltyKimbell Royalty Price PredictionBuy or Sell Advice 

Kimbell Royalty Forecasted Value

In the context of forecasting Kimbell Royalty'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. Kimbell Royalty's downside and upside margins for the forecasting period are 15.14 and 17.15, respectively. We have considered Kimbell Royalty'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
16.18
16.15
Expected Value
17.15
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 Kimbell Royalty stock data series using in forecasting. Note that when a statistical model is used to represent Kimbell Royalty 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 Criteria115.2694
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1958
MAPEMean absolute percentage error0.0126
SAESum of the absolute errors11.945
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 Kimbell Royalty Partners 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 Kimbell Royalty

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kimbell Royalty Partners. 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
15.1716.1817.19
Details
Intrinsic
Valuation
LowRealHigh
14.8715.8816.89
Details
Bollinger
Band Projection (param)
LowMiddleHigh
15.4315.9116.39
Details
6 Analysts
Consensus
LowTargetHigh
20.3222.3324.79
Details

Other Forecasting Options for Kimbell Royalty

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

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

Kimbell Royalty Partners 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 Kimbell Royalty'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 Kimbell Royalty's current price.

Kimbell Royalty Market Strength Events

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

Kimbell Royalty Risk Indicators

The analysis of Kimbell Royalty'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 Kimbell Royalty's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kimbell 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.

Pair Trading with Kimbell Royalty

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Kimbell Royalty position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Kimbell Royalty will appreciate offsetting losses from the drop in the long position's value.

Moving together with Kimbell Stock

  0.72AR Antero Resources Corp Potential GrowthPairCorr
  0.66EP Empire Petroleum CorpPairCorr
  0.77PR Permian ResourcesPairCorr
  0.7SM SM EnergyPairCorr

Moving against Kimbell Stock

  0.53BRN Barnwell IndustriesPairCorr
  0.48BRY Berry Petroleum CorpPairCorr
  0.32CKX CKX LandsPairCorr
The ability to find closely correlated positions to Kimbell Royalty could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Kimbell Royalty when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Kimbell Royalty - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Kimbell Royalty Partners to buy it.
The correlation of Kimbell Royalty is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Kimbell Royalty moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Kimbell Royalty Partners moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Kimbell Royalty can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Additional Tools for Kimbell Stock Analysis

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