Oceanic Beverages Stock Forecast - Simple Regression

1213 Stock  TWD 12.15  0.05  0.41%   
The Simple Regression forecasted value of Oceanic Beverages Co on the next trading day is expected to be 12.33 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.99. Oceanic Stock Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Oceanic Beverages 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.

Oceanic Beverages Simple Regression Price Forecast For the 29th of November

Given 90 days horizon, the Simple Regression forecasted value of Oceanic Beverages Co on the next trading day is expected to be 12.33 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.04, and the sum of the absolute errors of 9.99.
Please note that although there have been many attempts to predict Oceanic 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 Oceanic Beverages' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Oceanic Beverages Stock Forecast Pattern

Backtest Oceanic BeveragesOceanic Beverages Price PredictionBuy or Sell Advice 

Oceanic Beverages Forecasted Value

In the context of forecasting Oceanic Beverages' 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. Oceanic Beverages' downside and upside margins for the forecasting period are 10.89 and 13.78, respectively. We have considered Oceanic Beverages' 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
12.15
12.33
Expected Value
13.78
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 Oceanic Beverages stock data series using in forecasting. Note that when a statistical model is used to represent Oceanic Beverages 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 Criteria116.7434
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1612
MAPEMean absolute percentage error0.0131
SAESum of the absolute errors9.9937
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 Oceanic Beverages Co 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 Oceanic Beverages

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Oceanic Beverages. 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
10.7012.1513.60
Details
Intrinsic
Valuation
LowRealHigh
10.7612.2113.66
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.9412.3312.72
Details

Other Forecasting Options for Oceanic Beverages

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

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

Oceanic Beverages 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 Oceanic Beverages' 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 Oceanic Beverages' current price.

Oceanic Beverages Market Strength Events

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

Oceanic Beverages Risk Indicators

The analysis of Oceanic Beverages' 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 Oceanic Beverages' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting oceanic 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 Oceanic Stock Analysis

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