Asuransi Jiwa Stock Forecast - Naive Prediction

LIFE Stock   7,300  275.00  3.63%   
The Naive Prediction forecasted value of Asuransi Jiwa Sinarmas on the next trading day is expected to be 6,871 with a mean absolute deviation of 466.82 and the sum of the absolute errors of 28,476. Asuransi Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Asuransi Jiwa is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Asuransi Jiwa Sinarmas 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.

Asuransi Jiwa Naive Prediction Price Forecast For the 3rd of December

Given 90 days horizon, the Naive Prediction forecasted value of Asuransi Jiwa Sinarmas on the next trading day is expected to be 6,871 with a mean absolute deviation of 466.82, mean absolute percentage error of 404,486, and the sum of the absolute errors of 28,476.
Please note that although there have been many attempts to predict Asuransi 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 Asuransi Jiwa's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Asuransi Jiwa Stock Forecast Pattern

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Asuransi Jiwa Forecasted Value

In the context of forecasting Asuransi Jiwa'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. Asuransi Jiwa's downside and upside margins for the forecasting period are 6,864 and 6,878, respectively. We have considered Asuransi Jiwa'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
7,300
6,871
Expected Value
6,878
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 Asuransi Jiwa stock data series using in forecasting. Note that when a statistical model is used to represent Asuransi Jiwa 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 Criteria131.0209
BiasArithmetic mean of the errors None
MADMean absolute deviation466.8247
MAPEMean absolute percentage error0.0608
SAESum of the absolute errors28476.3065
This model is not at all useful as a medium-long range forecasting tool of Asuransi Jiwa Sinarmas. 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 Asuransi Jiwa. 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 Asuransi Jiwa

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Asuransi Jiwa Sinarmas. 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
7,2937,3007,307
Details
Intrinsic
Valuation
LowRealHigh
6,3146,3218,030
Details
Bollinger
Band Projection (param)
LowMiddleHigh
6,9757,9508,925
Details

Other Forecasting Options for Asuransi Jiwa

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

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

Asuransi Jiwa Sinarmas 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 Asuransi Jiwa'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 Asuransi Jiwa's current price.

Asuransi Jiwa Market Strength Events

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

Asuransi Jiwa Risk Indicators

The analysis of Asuransi Jiwa'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 Asuransi Jiwa's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting asuransi 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 Asuransi Stock

Asuransi Jiwa financial ratios help investors to determine whether Asuransi 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 Asuransi with respect to the benefits of owning Asuransi Jiwa security.