Lundin Mining Stock Forecast - Polynomial Regression

0RQ9 Stock   105.80  1.38  1.29%   
The Polynomial Regression forecasted value of Lundin Mining Corp on the next trading day is expected to be 109.35 with a mean absolute deviation of 2.16 and the sum of the absolute errors of 134.20. Lundin Stock Forecast is based on your current time horizon.
  
At this time, Lundin Mining's Retained Earnings are comparatively stable compared to the past year. Total Current Assets is likely to gain to about 1.2 B in 2024, whereas Total Assets are likely to drop slightly above 7.1 B in 2024.
Lundin Mining polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Lundin Mining Corp as well as the accuracy indicators are determined from the period prices.

Lundin Mining Polynomial Regression Price Forecast For the 30th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Lundin Mining Corp on the next trading day is expected to be 109.35 with a mean absolute deviation of 2.16, mean absolute percentage error of 7.35, and the sum of the absolute errors of 134.20.
Please note that although there have been many attempts to predict Lundin 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 Lundin Mining's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lundin Mining Stock Forecast Pattern

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Lundin Mining Forecasted Value

In the context of forecasting Lundin Mining'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. Lundin Mining's downside and upside margins for the forecasting period are 106.46 and 112.24, respectively. We have considered Lundin Mining'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
105.80
106.46
Downside
109.35
Expected Value
112.24
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 Lundin Mining stock data series using in forecasting. Note that when a statistical model is used to represent Lundin Mining 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 Criteria121.943
BiasArithmetic mean of the errors None
MADMean absolute deviation2.1645
MAPEMean absolute percentage error0.021
SAESum of the absolute errors134.1995
A single variable polynomial regression model attempts to put a curve through the Lundin Mining 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 Lundin Mining

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lundin Mining Corp. 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
102.87105.76108.65
Details
Intrinsic
Valuation
LowRealHigh
83.4286.31116.38
Details
Bollinger
Band Projection (param)
LowMiddleHigh
101.63107.49113.34
Details

Other Forecasting Options for Lundin Mining

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

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

Lundin Mining Corp 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 Lundin Mining'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 Lundin Mining's current price.

Lundin Mining Market Strength Events

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

Lundin Mining Risk Indicators

The analysis of Lundin Mining'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 Lundin Mining's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lundin 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 Lundin Stock Analysis

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