Mandom Indonesia Stock Forecast - Naive Prediction

TCID Stock  IDR 2,190  60.00  2.67%   
The Naive Prediction forecasted value of Mandom Indonesia Tbk on the next trading day is expected to be 2,173 with a mean absolute deviation of 28.14 and the sum of the absolute errors of 1,717. Mandom Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Mandom Indonesia is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Mandom Indonesia Tbk 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.

Mandom Indonesia Naive Prediction Price Forecast For the 26th of November

Given 90 days horizon, the Naive Prediction forecasted value of Mandom Indonesia Tbk on the next trading day is expected to be 2,173 with a mean absolute deviation of 28.14, mean absolute percentage error of 1,248, and the sum of the absolute errors of 1,717.
Please note that although there have been many attempts to predict Mandom 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 Mandom Indonesia's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Mandom Indonesia Stock Forecast Pattern

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Mandom Indonesia Forecasted Value

In the context of forecasting Mandom Indonesia'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. Mandom Indonesia's downside and upside margins for the forecasting period are 2,171 and 2,175, respectively. We have considered Mandom Indonesia'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
2,190
2,173
Expected Value
2,175
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 Mandom Indonesia stock data series using in forecasting. Note that when a statistical model is used to represent Mandom Indonesia 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 Criteria125.2398
BiasArithmetic mean of the errors None
MADMean absolute deviation28.1394
MAPEMean absolute percentage error0.012
SAESum of the absolute errors1716.502
This model is not at all useful as a medium-long range forecasting tool of Mandom Indonesia Tbk. 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 Mandom Indonesia. 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 Mandom Indonesia

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mandom Indonesia Tbk. 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
2,1882,1902,192
Details
Intrinsic
Valuation
LowRealHigh
1,9712,5392,541
Details
Bollinger
Band Projection (param)
LowMiddleHigh
2,1782,2712,363
Details

Other Forecasting Options for Mandom Indonesia

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

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

Mandom Indonesia Tbk 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 Mandom Indonesia'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 Mandom Indonesia's current price.

Mandom Indonesia Market Strength Events

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

Mandom Indonesia Risk Indicators

The analysis of Mandom Indonesia'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 Mandom Indonesia's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mandom 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 Mandom Stock

Mandom Indonesia financial ratios help investors to determine whether Mandom 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 Mandom with respect to the benefits of owning Mandom Indonesia security.