Bangkok Ranch Stock Forecast - Double Exponential Smoothing

BR Stock   1.87  0.01  0.54%   
The Double Exponential Smoothing forecasted value of Bangkok Ranch PCL on the next trading day is expected to be 1.87 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.83. Bangkok Stock Forecast is based on your current time horizon.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Bangkok Ranch works best with periods where there are trends or seasonality.

Bangkok Ranch Double Exponential Smoothing Price Forecast For the 23rd of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Bangkok Ranch PCL on the next trading day is expected to be 1.87 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0005, and the sum of the absolute errors of 0.83.
Please note that although there have been many attempts to predict Bangkok 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 Bangkok Ranch's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Bangkok Ranch Stock Forecast Pattern

Backtest Bangkok RanchBangkok Ranch Price PredictionBuy or Sell Advice 

Bangkok Ranch Forecasted Value

In the context of forecasting Bangkok Ranch'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. Bangkok Ranch's downside and upside margins for the forecasting period are 0.75 and 2.99, respectively. We have considered Bangkok Ranch'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
1.87
1.87
Expected Value
2.99
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Bangkok Ranch stock data series using in forecasting. Note that when a statistical model is used to represent Bangkok Ranch 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 CriteriaHuge
BiasArithmetic mean of the errors 0.0049
MADMean absolute deviation0.0141
MAPEMean absolute percentage error0.0072
SAESum of the absolute errors0.83
When Bangkok Ranch PCL prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Bangkok Ranch PCL trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Bangkok Ranch observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Bangkok Ranch

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Bangkok Ranch PCL. 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
0.751.872.99
Details
Intrinsic
Valuation
LowRealHigh
0.451.572.69
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Bangkok Ranch. Your research has to be compared to or analyzed against Bangkok Ranch's peers to derive any actionable benefits. When done correctly, Bangkok Ranch'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 Bangkok Ranch PCL.

Other Forecasting Options for Bangkok Ranch

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

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

Bangkok Ranch PCL 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 Bangkok Ranch'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 Bangkok Ranch's current price.

Bangkok Ranch Market Strength Events

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

Bangkok Ranch Risk Indicators

The analysis of Bangkok Ranch'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 Bangkok Ranch's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bangkok 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.

Building efficient market-beating portfolios requires time, education, and a lot of computing power!

The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.

Try AI Portfolio Architect

Other Information on Investing in Bangkok Stock

Bangkok Ranch financial ratios help investors to determine whether Bangkok Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Bangkok with respect to the benefits of owning Bangkok Ranch security.