Campina Ice Stock Forecast - Naive Prediction

CAMP Stock  IDR 268.00  10.00  3.88%   
The Naive Prediction forecasted value of Campina Ice Cream on the next trading day is expected to be 277.95 with a mean absolute deviation of 3.21 and the sum of the absolute errors of 195.87. Campina Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Campina Ice is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Campina Ice Cream value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Campina Ice Naive Prediction Price Forecast For the 28th of November

Given 90 days horizon, the Naive Prediction forecasted value of Campina Ice Cream on the next trading day is expected to be 277.95 with a mean absolute deviation of 3.21, mean absolute percentage error of 18.62, and the sum of the absolute errors of 195.87.
Please note that although there have been many attempts to predict Campina 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 Campina Ice's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Campina Ice Stock Forecast Pattern

Backtest Campina IceCampina Ice Price PredictionBuy or Sell Advice 

Campina Ice Forecasted Value

In the context of forecasting Campina Ice'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. Campina Ice's downside and upside margins for the forecasting period are 276.39 and 279.51, respectively. We have considered Campina Ice'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
268.00
276.39
Downside
277.95
Expected Value
279.51
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Campina Ice stock data series using in forecasting. Note that when a statistical model is used to represent Campina Ice 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 Criteria121.0347
BiasArithmetic mean of the errors None
MADMean absolute deviation3.211
MAPEMean absolute percentage error0.0109
SAESum of the absolute errors195.8713
This model is not at all useful as a medium-long range forecasting tool of Campina Ice Cream. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Campina Ice. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Campina Ice

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Campina Ice Cream. 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
0.000.001.56
Details
Intrinsic
Valuation
LowRealHigh
0.000.001.56
Details
Bollinger
Band Projection (param)
LowMiddleHigh
246.47275.08303.70
Details

Other Forecasting Options for Campina Ice

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

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

Campina Ice Cream 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 Campina Ice'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 Campina Ice's current price.

Campina Ice Market Strength Events

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

Campina Ice Risk Indicators

The analysis of Campina Ice'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 Campina Ice's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting campina 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.

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Other Information on Investing in Campina Stock

Campina Ice financial ratios help investors to determine whether Campina 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 Campina with respect to the benefits of owning Campina Ice security.