BW LPG Stock Forecast - Simple Regression

BW9 Stock  EUR 12.70  0.34  2.61%   
The Simple Regression forecasted value of BW LPG Limited on the next trading day is expected to be 12.28 with a mean absolute deviation of 0.55 and the sum of the absolute errors of 33.38. BW9 Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of BW LPG's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through BW LPG 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.

BW LPG Simple Regression Price Forecast For the 25th of November

Given 90 days horizon, the Simple Regression forecasted value of BW LPG Limited on the next trading day is expected to be 12.28 with a mean absolute deviation of 0.55, mean absolute percentage error of 0.45, and the sum of the absolute errors of 33.38.
Please note that although there have been many attempts to predict BW9 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 BW LPG's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

BW LPG Stock Forecast Pattern

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BW LPG Forecasted Value

In the context of forecasting BW LPG'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. BW LPG's downside and upside margins for the forecasting period are 9.33 and 15.23, respectively. We have considered BW LPG'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
12.70
12.28
Expected Value
15.23
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 BW LPG stock data series using in forecasting. Note that when a statistical model is used to represent BW LPG 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 Criteria117.32
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5473
MAPEMean absolute percentage error0.0425
SAESum of the absolute errors33.3823
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 BW LPG Limited 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 BW LPG

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BW LPG Limited. 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
9.7612.7015.64
Details
Intrinsic
Valuation
LowRealHigh
7.7710.7113.65
Details
Bollinger
Band Projection (param)
LowMiddleHigh
12.4912.8113.13
Details

Other Forecasting Options for BW LPG

For every potential investor in BW9, whether a beginner or expert, BW LPG's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. BW9 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in BW9. Basic forecasting techniques help filter out the noise by identifying BW LPG's price trends.

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

BW LPG Limited 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 BW LPG'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 BW LPG's current price.

BW LPG Market Strength Events

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

BW LPG Risk Indicators

The analysis of BW LPG'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 BW LPG's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bw9 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

Additional Information and Resources on Investing in BW9 Stock

When determining whether BW LPG Limited is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if BW9 Stock is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Bw Lpg Limited Stock. Highlighted below are key reports to facilitate an investment decision about Bw Lpg Limited Stock:
Check out Historical Fundamental Analysis of BW LPG to cross-verify your projections.
You can also try the Global Markets Map module to get a quick overview of global market snapshot using zoomable world map. Drill down to check world indexes.
Please note, there is a significant difference between BW LPG's value and its price as these two are different measures arrived at by different means. Investors typically determine if BW LPG is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, BW LPG'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.