CITIGROUP Forecast - Naive Prediction

A naive forecasting model for CITIGROUP is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of CITIGROUP INC 6875 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.

CITIGROUP Naive Prediction Price Forecast For the 28th of November

Given 90 days horizon, the Naive Prediction forecasted value of CITIGROUP INC 6875 on the next trading day is expected to be 113.74 with a mean absolute deviation of 1.38, mean absolute percentage error of 5.30, and the sum of the absolute errors of 85.86.

CITIGROUP Bond Forecast Pattern

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CITIGROUP Price Prediction

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CITIGROUP Forecasted Value

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 CITIGROUP bond data series using in forecasting. Note that when a statistical model is used to represent CITIGROUP bond, 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. This model is not at all useful as a medium-long range forecasting tool of CITIGROUP INC 6875. 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 CITIGROUP. 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 CITIGROUP

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CITIGROUP INC 6875. Regardless of method or technology, however, to accurately forecast the bond market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the bond 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 Low Estimated High 115.19 116.45 117.71 Details

Intrinsic Valuation Low Real High 95.51 96.77 128.10 Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as CITIGROUP. Your research has to be compared to or analyzed against CITIGROUP's peers to derive any actionable benefits. When done correctly, CITIGROUP'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 CITIGROUP INC 6875.

Other Forecasting Options for CITIGROUP

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

CITIGROUP Related Equities

Risk & Return

Correlation

CITIGROUP INC 6875 Technical and Predictive Analytics

The bond market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of CITIGROUP'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 CITIGROUP's current price.

CITIGROUP Market Strength Events

CITIGROUP Risk Indicators

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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.

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